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Agudelo MC, Agudelo S, Lorincz A, Ramírez AT, Castañeda KM, Garcés-Palacio I, Zea AH, Piyathilake C, Sanchez GI. Folate deficiency modifies the risk of CIN3+ associated with DNA methylation levels: a nested case-control study from the ASCUS-COL trial. Eur J Nutr 2024; 63:563-572. [PMID: 38129362 PMCID: PMC10899296 DOI: 10.1007/s00394-023-03289-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 11/23/2023] [Indexed: 12/23/2023]
Abstract
PURPOSE To our knowledge, there are very few studies evaluating if the levels of folate modify the risk of cervical intraepithelial neoplasia grade 2 and higher (CIN2+ and CIN3+) associated with the levels of HPV genome methylation, two cofactors related to single carbon metabolism and independently associated with cervical cancer in previous studies. We conducted a case-control study nested in a three-arm randomized clinical pragmatic trial (ASCUS-COL trial) to evaluate the risk of CIN3+ associated with methylation levels according to serum folate concentrations. METHODS Cases (n = 155) were women with histologically confirmed CIN2+ (113 CIN2, 38 CIN3, and 4 SCC) and controls were age and follow-up time at diagnosis-matched women with histologically confirmed ≤ CIN1 (n = 155), selected from the 1122 hrHPV + women of this trial. The concentrations of serum folate were determined by the radioimmunoassay SimulTRAC-SNB-VitaminB12/Folate-RIAKit and the methylation levels by the S5 classifier. Stepwise logistic regression models were used to estimate the association between folate or methylation levels and CIN2+ or CIN3+. The joint effect of folate levels and methylation on the risk of CIN3+ was estimated using combinations of categorical stratifications. RESULTS Folate levels were significantly lower in women with CIN3+ than in other diagnostic groups (p = 0.019). The risk of CIN3+ was eight times higher (OR 8.9, 95% CI 3.4-24.9) in women with folate deficiency and high methylation levels than in women with normal folate and high methylation levels (OR 1.4, 95% CI 0.4-4.6). CONCLUSION High methylation and deficient folate independently increased the risk of CIN3+ while deficient folate combined with high methylation was associated with a substantially elevated risk of CIN3+.
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Affiliation(s)
- María C Agudelo
- Infection and Cancer Group, School of Medicine, Universidad de Antioquia, Carrera 51D No 62-29, 050010, Medellín, Colombia
| | - Samuel Agudelo
- Infection and Cancer Group, School of Medicine, Universidad de Antioquia, Carrera 51D No 62-29, 050010, Medellín, Colombia
| | - Attila Lorincz
- Centre for Cancer Prevention, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Arianis Tatiana Ramírez
- Infection and Cancer Group, School of Medicine, Universidad de Antioquia, Carrera 51D No 62-29, 050010, Medellín, Colombia
- Postdoctoral Fellow at the Prevention and Implementation Group, International Agency for Research On Cancer/World Health Organization, Lyon, France
| | - Kelly Melisa Castañeda
- Infection and Cancer Group, School of Medicine, Universidad de Antioquia, Carrera 51D No 62-29, 050010, Medellín, Colombia
| | - Isabel Garcés-Palacio
- Epidemiology Group, School of Public Health, Universidad de Antioquia, Medellín, Colombia
| | - Arnold H Zea
- Stanley S. Scott Cancer Center, Microbiology, Immunology and Parasitology, LSU Health Sciences Center, New Orleans, USA
| | - Chandrika Piyathilake
- Department of Nutrition Sciences, The University of Alabama at Birmingham, Birmingham, USA
| | - Gloria Ines Sanchez
- Infection and Cancer Group, School of Medicine, Universidad de Antioquia, Carrera 51D No 62-29, 050010, Medellín, Colombia.
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2
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Lu H, Liu Y, Wang J, Fu S, Wang L, Huang C, Li J, Xie L, Wang D, Li D, Zhou H, Rao Q. Detection of ovarian cancer using plasma cell-free DNA methylomes. Clin Epigenetics 2022; 14:74. [PMID: 35681212 PMCID: PMC9185905 DOI: 10.1186/s13148-022-01285-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 05/09/2022] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Ovarian cancer (OC) is a highly lethal gynecologic cancer, and it is hard to diagnose at an early stage. Clinically, there are no ovarian cancer-specific markers for early detection. Here, we demonstrate the use of cell-free DNA (cfDNA) methylomes to detect ovarian cancer, especially the early-stage OC. EXPERIMENTAL DESIGN Plasma from 74 epithelial ovarian cancer patients, 86 healthy volunteers, and 20 patients with benign pelvic masses was collected. The cfDNA methylomes of these samples were generated by cell-free methylated DNA immunoprecipitation and high-throughput sequencing (cfMeDIP-seq). The differentially methylated regions (DMRs) were identified by the contrasts between tumor and non-tumor groups, and the discrimination performance was evaluated with the iterative training and testing method. RESULTS The DMRs identified for cfDNA methylomes can well discriminate tumor groups and non-tumor groups (ROC values from 0.86 to 0.98). The late-stage top 300 DMRs are more late-stage-specific and failed to detect early-stage OC. However, the early-stage markers have the potential to discriminate all-stage OCs from non-tumor samples. CONCLUSIONS This study demonstrates that cfDNA methylomes generated with cfMeDIP-seq could be used to identify OC-specific biomarkers for OC, especially early OC detection. To detect early-stage OC, the biomarkers should be directly identified from early OC plasma samples rather than mix-stage ones. Further exploration of DMRs from a k larger early-stage OC cohort is warranted.
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Affiliation(s)
- Huaiwu Lu
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yunyun Liu
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jingyu Wang
- Shanghai Danbei Medical Technology Co., Ltd, Shanghai, China
| | - Shaliu Fu
- Shanghai Danbei Medical Technology Co., Ltd, Shanghai, China
| | - Lingping Wang
- Shanghai Danbei Medical Technology Co., Ltd, Shanghai, China
| | - Chunxian Huang
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jing Li
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Lingling Xie
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Dongyan Wang
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China
| | - Dan Li
- Shanghai Danbei Medical Technology Co., Ltd, Shanghai, China
| | - Hui Zhou
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China.
| | - Qunxian Rao
- Sun Yat-Sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China.
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Yang X, Chen Y, Li M, Zhu W. ERBB3 methylation and immune infiltration in tumor microenvironment of cervical cancer. Sci Rep 2022; 12:8112. [PMID: 35581263 PMCID: PMC9114106 DOI: 10.1038/s41598-022-11415-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 04/22/2022] [Indexed: 11/09/2022] Open
Abstract
ERBB3, a member of the ERBB family of receptor tyrosine kinases, plays an important role in cancer, despite its lack of intrinsic carcinogenic mechanism of cervical squamous cell carcinoma and endocervical adenocarcinoma (CESC). Research on bioinformatics methods through multi-omics, this work proves that ERBB3 gene mutation, methylation modification have extensive regulatory mechanisms on the CESC microenvironment. We found that ERBB3 is involved in carcinogenesis of cervical cancer and is not associated with its prognosis. The carcinogenic mechanism is mainly related to the suppression of the immune system between tumor infiltrating lymphocytes (TILs) and the methylation of the RNA level. Our study indicated ERBB3 is more likely to be a carcinogenic factor than a key prognostic factor for cervical cancer. Methylation of ERBB3 may work as a checkpoint immunotherapy target in CESC, DNA methylation modification of the 4480 base pair downstream of ERBB3 transcription initiation site was the highest.
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Affiliation(s)
- Xiaoyue Yang
- Department of Obstetrics and Gynecology, Affiliated Hospital of Jiangsu University, Jiefang Road 438, Zhenjiang, 212001, Jiangsu, China.,Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Soochow University, Sanxiang Road 1055, Suzhou, 215000, Jiangsu, China
| | - Ying Chen
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Soochow University, Sanxiang Road 1055, Suzhou, 215000, Jiangsu, China
| | - Mei Li
- Department of Pathology, Affiliated Hospital of Jiangsu University, Jiefang Road 438, Zhenjiang, 212001, Jiangsu, China.
| | - Weipei Zhu
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Soochow University, Sanxiang Road 1055, Suzhou, 215000, Jiangsu, China.
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4
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Ramachandran D, Dörk T. Genomic Risk Factors for Cervical Cancer. Cancers (Basel) 2021; 13:5137. [PMID: 34680286 PMCID: PMC8533931 DOI: 10.3390/cancers13205137] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Revised: 10/04/2021] [Accepted: 10/11/2021] [Indexed: 12/28/2022] Open
Abstract
Cervical cancer is the fourth common cancer amongst women worldwide. Infection by high-risk human papilloma virus is necessary in most cases, but not sufficient to develop invasive cervical cancer. Despite a predicted genetic heritability in the range of other gynaecological cancers, only few genomic susceptibility loci have been identified thus far. Various case-control association studies have found corroborative evidence for several independent risk variants at the 6p21.3 locus (HLA), while many reports of associations with variants outside the HLA region remain to be validated in other cohorts. Here, we review cervical cancer susceptibility variants arising from recent genome-wide association studies and meta-analysis in large cohorts and propose 2q14 (PAX8), 17q12 (GSDMB), and 5p15.33 (CLPTM1L) as consistently replicated non-HLA cervical cancer susceptibility loci. We further discuss the available evidence for these loci, knowledge gaps, future perspectives, and the potential impact of these findings on precision medicine strategies to combat cervical cancer.
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Affiliation(s)
| | - Thilo Dörk
- Gynaecology Research Unit, Department of Gynaecology and Obstetrics, Comprehensive Cancer Center, Hannover Medical School, D-30625 Hannover, Germany;
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Sundaram MK, Almutary AG, Alsulimani A, Ahmad SR, Somvanshi P, Bhardwaj T, Pellicano R, Fagoonee S, Hussain A, Haque S. Antineoplastic action of sulforaphane on HeLa cells by modulation of signaling pathways and epigenetic pathways. Minerva Med 2021; 112:792-803. [PMID: 34114450 DOI: 10.23736/s0026-4806.21.07656-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Epigenetic modifications alter signaling and molecular pathways and are an important therapeutic target. This study examined the effect of sulforaphane on molecular targets in HeLa cells. METHODS Quantitative PCR of various molecular targets was performed. Activity of epigenetic enzymes was measured by ELISA and molecular docking analysis was conducted. Promoter methylation of some tumour suppressor genes was quantified using PCR based methylation array. In-silico protein-protein interaction network analysis was performed to understand the effect of transcriptional changes. RESULTS Quantitative PCR demonstrated the transcriptional modulation of genes involved in proliferation, metastasis, inflammation, signal transduction pathways and chromatin modifiers. Sulforaphane reduced the enzymatic activity of DNA methyl transferases, histone deacetylases and histone methyltransferases. Molecular docking results suggest that sulforaphane competitively inhibited several DNA methyl transferases and histone deacetylases. Promoter 5'CpG methylation levels of selected tumour suppressor genes was found to be reduced which correlated with their transcriptional increase as well modulation of epigenetic enzymes. Further, protein-protein interaction network analysis discerned the participation of genes towards cancer pathways. Functional enrichment and pathway-based analysis represented the modulation of epigenetic and signaling pathways on sulforaphane treatment. CONCLUSIONS The modulation in transcriptional status of epigenetic regulators, genes involved in tumorigenesis resulting in tumour suppressor genes demethylation and re-expression underscores the mechanism behind the anti-cancer effect of sulforaphane on HeLa cells.
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Affiliation(s)
- Madhumitha K Sundaram
- School of Life Sciences, Manipal Academy of Higher Education, Dubai, United Arab Emirates
| | - Abdulmajeed G Almutary
- Department of Medical Biotechnology, College of Applied Medical Sciences, Qassim University, Buraydah, Saudi Arabia
| | - Ahmad Alsulimani
- Medical Laboratory Technology Department, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - S Rehan Ahmad
- Hiralal Mazumdar Memorial College of Women, Kolkata, India
| | - Pallavi Somvanshi
- School of Computational & Integrative Sciences (SC&IS), Jawaharlal Nehru University, JNU Campus, New Delhi, India
| | - Tulika Bhardwaj
- School of Computational & Integrative Sciences (SC&IS), Jawaharlal Nehru University, JNU Campus, New Delhi, India
| | | | - Sharmila Fagoonee
- Institute of Biostructure and Bioimaging (CNR), Molecular Biotechnology Center, Turin, Italy
| | - Arif Hussain
- School of Life Sciences, Manipal Academy of Higher Education, Dubai, United Arab Emirates -
| | - Shafiul Haque
- Research and Scientific Studies Unit, College of Nursing and Allied Health Sciences, Jazan University, Jazan, Saudi Arabia
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6
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Shiu BH, Lu WY, Tantoh DM, Chou MC, Nfor ON, Huang CC, Liaw YP. Interactive association between dietary fat and sex on CDH13 cg02263260 methylation. BMC Med Genomics 2021; 14:13. [PMID: 33407434 PMCID: PMC7788866 DOI: 10.1186/s12920-020-00858-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 12/14/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND DNA methylation of Cadherin 13 (CDH13), a tumor suppressor gene is associated with gene repression and carcinogenesis. We determined the relation of dietary fat and sex with CDH13 cg02263260 methylation in Taiwanese adults. METHODS Data of 870 eligible participants (430 men and 440 women) between 30 and 70 years were obtained from the Taiwan Biobank (TWB) database. The association of dietary fat and sex with CDH13 cg02263260 methylation was determined using multiple linear regression. RESULTS The association between sex and cg02263260 methylation was significant: beta-coefficient (β) = 0.00532; 95% confidence interval (CI) = 0.00195-0.00868. Moreover, the interaction between sex and dietary fat on cg02263260 methylation was significant (P-value = 0.0145). After stratification by sex, the association of dietary fat with cg02263260 methylation was significant only in women. Specifically, high dietary fat was positively associated with cg02263260 methylation in women (β = 0.00597; 95% CI = 0.00061-0.01133) and the test for trend was significant (P-value = 0.0283). CONCLUSION High fat intake was significantly associated with higher cg02263260 methylation in women and the test for trend was significant. These findings suggest that the association of fat intake and CDH13 cg02263260 might vary by sex and CDH13 cg02263260 methylation levels in women might increase as fat intake increases.
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Affiliation(s)
- Bei-Hao Shiu
- Institute of Medicine, Chung Shan Medical University, Taichung City, 40201, Taiwan
- Division of Colon-Rectal Surgery, Department of Surgery, Chung Shan Medical University Hospital, Taichung City, 40201, Taiwan
| | - Wen-Yu Lu
- Department of Public Health and Institute of Public Health, Chung Shan Medical University, No. 110 Sec. 1 Jianguo N. Road, Taichung City, 40201, Taiwan
| | - Disline Manli Tantoh
- Department of Public Health and Institute of Public Health, Chung Shan Medical University, No. 110 Sec. 1 Jianguo N. Road, Taichung City, 40201, Taiwan
- Department of Medical Imaging, Chung Shan Medical University Hospital, Taichung City, 40201, Taiwan
| | - Ming-Chih Chou
- Institute of Medicine, Chung Shan Medical University, Taichung City, 40201, Taiwan
| | - Oswald Ndi Nfor
- Department of Public Health and Institute of Public Health, Chung Shan Medical University, No. 110 Sec. 1 Jianguo N. Road, Taichung City, 40201, Taiwan
| | - Chi-Chou Huang
- Division of Colon-Rectal Surgery, Department of Surgery, Chung Shan Medical University Hospital, Taichung City, 40201, Taiwan.
- School of Medicine, Chung Shan Medical University, No. 110 Sec. 1 Jianguo N. Road, Taichung City, 40201, Taiwan.
| | - Yung-Po Liaw
- Department of Public Health and Institute of Public Health, Chung Shan Medical University, No. 110 Sec. 1 Jianguo N. Road, Taichung City, 40201, Taiwan.
- Department of Medical Imaging, Chung Shan Medical University Hospital, Taichung City, 40201, Taiwan.
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7
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Kedhari Sundaram M, Haque S, Somvanshi P, Bhardwaj T, Hussain A. Epigallocatechin gallate inhibits HeLa cells by modulation of epigenetics and signaling pathways. 3 Biotech 2020; 10:484. [PMID: 33117625 PMCID: PMC7584697 DOI: 10.1007/s13205-020-02473-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 10/07/2020] [Indexed: 12/20/2022] Open
Abstract
This study examines the effect of epigallocatechin gallate (EGCG) on signaling pathways, epigenetic modulators and tumour suppressor genes in cervical cancer cells, HeLa. qRT-PCR, ELISA-based enzymatic assays and in silico studies were used to catalogue the modulation of these genes by EGCG treatment. qRT-PCR showed transcriptional modulation of several epigenetic modifiers including DNA methyltransferases and histone modifiers (DNMT1, DNMT3B, DNMT3A, AURKA, AURKC, AURKB, KDM4A, KDM5C, PRMT7, PRMT6, UBE2B, HDAC5, HDAC6, HDAC7 and HDAC11. Furthermore, ELISA-based assays showed that EGCG lowered the activity of DNA methyltransferases, histone deacetylases and histone methyltransferases (H3K9). Molecular docking results suggests that EGCG may competitively inhibit some epigenetic enzymes (DNMT1, DNMT3A, HDAC2, HDAC3, HDAC4, HDAC7 and EZH2). A functional outcome of these epigenetic alterations could be inferred from the reversal of promoter hypermethylation of tumour suppressor genes by quantitative methylation array and transcriptional re-expression of tumour suppressor genes including TP73, PTEN, SOCS1, CDH1, RARβ, and DAPK1 by qRT-PCR. Downregulation of key signaling moieties of PI3K, Wnt and MAPK pathways, cell cycle regulators, metastasis regulators and pro-inflammatory moieties including TERT, CCNB1, CCNB2, MMP2, MMP7. PIK3C2B, PIK3CA, MAPK8 and IL6 was also observed. In silico protein-protein interaction network analysis followed by KEGG analysis discerned the active participation of gene sets towards cancer pathways. This study comprehensively explains EGCG's anti-cancer mechanism via the synchronized transcriptional alteration of several molecular targets across different signaling pathways and reversal of tumour suppressor gene silencing through modulation of epigenetic enzymes.
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Affiliation(s)
| | - Shafiul Haque
- Research and Scientific Studies Unit, College of Nursing and Allied Health Sciences, Jazan University, Jazan, 45142 Saudi Arabia
| | - Pallavi Somvanshi
- Department of Biotechnology, TERI School of Advanced Studies, 10, Institutional Area, Vasant Kunj, New Delhi, 110070 India
| | - Tulika Bhardwaj
- Department of Biotechnology, TERI School of Advanced Studies, 10, Institutional Area, Vasant Kunj, New Delhi, 110070 India
| | - Arif Hussain
- School of Life Sciences, Manipal Academy of Higher Education, PO Box 345050, Dubai, United Arab Emirates
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8
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Kremer WW, Steenbergen R, Heideman D, Kenter GG, Meijer C. The use of host cell DNA methylation analysis in the detection and management of women with advanced cervical intraepithelial neoplasia: a review. BJOG 2020; 128:504-514. [PMID: 32619334 PMCID: PMC7818489 DOI: 10.1111/1471-0528.16395] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/23/2020] [Indexed: 12/24/2022]
Abstract
This paper briefly reviews the role of hypermethylation of host cell genes in cervical carcinogenesis and discusses potential clinical applications of methylation analysis in the management of high-risk HPV (hrHPV) -positive women. We argue that methylation assays can be used: 1. for primary triage of hrHPV-positive women to detect cervical cancer and advanced cervical intraepithelial neoplasia (CIN); 2. as secondary triage for women with minor cytological abnormalities to identify those with the highest risk of CIN3 or worse; 3. as exit test for women leaving the screening programme to identify cervical cancer and advanced CIN; and 4. to support management of CIN. TWEETABLE ABSTRACT: This paper discusses potential clinical applications of DNA methylation analysis in the management of women with a high-risk HPV infection.
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Affiliation(s)
- W W Kremer
- Department of Pathology, Cancer Centre Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Rdm Steenbergen
- Department of Pathology, Cancer Centre Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Dam Heideman
- Department of Pathology, Cancer Centre Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - G G Kenter
- Obstetrics and Gynaecology, Cancer Centre Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.,Centre for Gynaecological Oncology Amsterdam, Antoni van Leeuwenhoek-Netherlands Cancer Institute and Amsterdam UMC, Amsterdam, The Netherlands
| | - Cjlm Meijer
- Department of Pathology, Cancer Centre Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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9
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Babion I, Miok V, Jaspers A, Huseinovic A, Steenbergen RDM, van Wieringen WN, Wilting SM. Identification of Deregulated Pathways, Key Regulators, and Novel miRNA-mRNA Interactions in HPV-Mediated Transformation. Cancers (Basel) 2020; 12:E700. [PMID: 32188026 PMCID: PMC7140059 DOI: 10.3390/cancers12030700] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 03/11/2020] [Accepted: 03/13/2020] [Indexed: 12/20/2022] Open
Abstract
Next to a persistent infection with high-risk human papillomavirus (HPV), molecular changes are required for the development of cervical cancer. To identify which molecular alterations drive carcinogenesis, we performed a comprehensive and longitudinal molecular characterization of HPV-transformed keratinocyte cell lines. Comparative genomic hybridization, mRNA, and miRNA expression analysis of four HPV-containing keratinocyte cell lines at eight different time points was performed. Data was analyzed using unsupervised hierarchical clustering, integrated longitudinal expression analysis, and pathway enrichment analysis. Biological relevance of identified key regulatory genes was evaluated in vitro and dual-luciferase assays were used to confirm predicted miRNA-mRNA interactions. We show that the acquisition of anchorage independence of HPV-containing keratinocyte cell lines is particularly associated with copy number alterations. Approximately one third of differentially expressed mRNAs and miRNAs was directly attributable to copy number alterations. Focal adhesion, TGF-beta signaling, and mTOR signaling pathways were enriched among these genes. PITX2 was identified as key regulator of TGF-beta signaling and inhibited cell growth in vitro, most likely by inducing cell cycle arrest and apoptosis. Predicted miRNA-mRNA interactions miR-221-3p_BRWD3, miR-221-3p_FOS, and miR-138-5p_PLXNB2 were confirmed in vitro. Integrated longitudinal analysis of our HPV-induced carcinogenesis model pinpointed relevant interconnected molecular changes and crucial signaling pathways in HPV-mediated transformation.
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Affiliation(s)
- Iris Babion
- Pathology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (I.B.); (V.M.); (A.J.); (A.H.)
| | - Viktorian Miok
- Pathology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (I.B.); (V.M.); (A.J.); (A.H.)
- Epidemiology & Biostatistics, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
- Department of Functional Sciences, Faculty of Medicine, Victor Babeş University of Medicine and Pharmacy of Timişoara, 300041 Timişoara, Romania
| | - Annelieke Jaspers
- Pathology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (I.B.); (V.M.); (A.J.); (A.H.)
| | - Angelina Huseinovic
- Pathology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (I.B.); (V.M.); (A.J.); (A.H.)
| | - Renske D. M. Steenbergen
- Pathology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands; (I.B.); (V.M.); (A.J.); (A.H.)
| | - Wessel N. van Wieringen
- Epidemiology & Biostatistics, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands;
- Department of Mathematics, VU University Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Saskia M. Wilting
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands;
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10
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Babion I, Jaspers A, van Splunter AP, van der Hoorn IA, Wilting SM, Steenbergen RD. miR-9-5p Exerts a Dual Role in Cervical Cancer and Targets Transcription Factor TWIST1. Cells 2019; 9:E65. [PMID: 31888045 PMCID: PMC7017350 DOI: 10.3390/cells9010065] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 12/19/2019] [Accepted: 12/24/2019] [Indexed: 12/19/2022] Open
Abstract
Squamous cell carcinoma (SCC) and adenocarcinoma (AC) represent the major cervical cancer histotypes. Both histotypes are caused by infection with high-risk HPV (hrHPV) and are associated with deregulated microRNA expression. Histotype-dependent expression has been observed for miR-9-5p, showing increased expression in SCC and low expression in AC. Here, we studied the regulation and functionality of miR-9-5p in cervical SCCs and ACs using cervical tissue samples and hrHPV-containing cell lines. Expression and methylation analysis of cervical tissues revealed that low levels of miR-9-5p in ACs are linked to methylation of its precursor genes, particularly miR-9-1. Stratification of tissue samples and hrHPV-containing cell lines suggested that miR-9-5p depends on both histotype and hrHPV type, with higher expression in SCCs and HPV16-positive cells. MiR-9-5p promoted cell viability and anchorage independence in cervical cancer cell lines SiHa (SCC, HPV16) and CaSki (metastasized SCC, HPV16), while it played a tumor suppressive role in HeLa (AC, HPV18). TWIST1, a transcription factor involved in epithelial-to-mesenchymal transition (EMT), was established as a novel miR-9-5p target. Our results show that miR-9-5p plays a dual role in cervical cancer in a histotype- and hrHPV type-dependent manner. MiR-9-5p mediated silencing of TWIST1 suggests two distinct mechanisms towards EMT in cervical cancer.
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Affiliation(s)
- Iris Babion
- Cancer Center Amsterdam, Pathology, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Annelieke Jaspers
- Cancer Center Amsterdam, Pathology, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Annina P. van Splunter
- Cancer Center Amsterdam, Pathology, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Iris A.E. van der Hoorn
- Cancer Center Amsterdam, Pathology, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Saskia M. Wilting
- Department of Medical Oncology, Erasmus MC Cancer Institute, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Renske D.M. Steenbergen
- Cancer Center Amsterdam, Pathology, Amsterdam UMC, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
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11
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Sundaram MK, Unni S, Somvanshi P, Bhardwaj T, Mandal RK, Hussain A, Haque S. Genistein Modulates Signaling Pathways and Targets Several Epigenetic Markers in HeLa Cells. Genes (Basel) 2019; 10:E955. [PMID: 31766427 PMCID: PMC6947182 DOI: 10.3390/genes10120955] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 11/08/2019] [Accepted: 11/11/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Several epigenetic changes are responsible for transcriptional alterations of signaling pathways and tumour suppressor genes (TSGs) contributing to carcinogenesis. This study was aimed to examine the effect of the phytochemical, genistein on various molecular targets in HeLa cells. METHODS Quantitative PCR was used to analyze the expression of various molecular targets. Biochemical assays were employed to study the epigenetic enzymes. To correlate the transcriptional status of the selected TSGs and epigenetic modulation, their promoter 5'CpG methylation levels were evaluated by quantitative methylation array followed by methylation specific restriction digestion. RESULTS The expression of several genes involved in the cell cycle regulation, migration, inflammation, phosphatidylinositol 3-kinase (PI3K) and mitogen activated kinase-like protein (MAPK) pathway were found to be modulated including CCNB1, TWIST1, MMP14, TERT, AKT1, PTPRR, FOS and IL1A. Genistein modulated the expression of DNA methyltransferases (DNMTs), histone deacetylases (HDACs), histone methyltransferases (HMTs), demethylases, and histone phosphorylases. Furthermore, genistein decreased the activity of DNMTs, HDACs, and HMTs and reduced global DNA methylation levels. Promoter methylation of several TSGs, including FHIT, RUNX3, CDH1, PTEN, and SOC51, was lowered with corresponding transcriptional increase. Network analysis indicated similar effect of genistein. CONCLUSION This study presents a comprehensive mechanism of action of genistein showcasing effective epigenetic modulation and widespread transcriptional changes resulting in restoration of tumour suppressor gene expression. This study corroborates the development of genistein as a candidate for anti-cancer therapy.
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Affiliation(s)
| | - Sreepoorna Unni
- Department of Life and Environmental Sciences, College of Natural and Health Sciences, Zayed University, P.O. Box 19282 Dubai, UAE;
| | - Pallavi Somvanshi
- Department of Biotechnology, TERI School of Advanced Studies, 10, Institutional Area, Vasant Kunj, New Delhi-110070, India; (P.S.); (T.B.)
| | - Tulika Bhardwaj
- Department of Biotechnology, TERI School of Advanced Studies, 10, Institutional Area, Vasant Kunj, New Delhi-110070, India; (P.S.); (T.B.)
| | - Raju K. Mandal
- Research and Scientific Studies Unit, College of Nursing and Allied Health Sciences, Jazan University, Jazan-45142, Saudi Arabia;
| | - Arif Hussain
- School of Life Sciences, Manipal Academy of Higher Education, P.O. Box 345050 Dubai, UAE;
| | - Shafiul Haque
- Research and Scientific Studies Unit, College of Nursing and Allied Health Sciences, Jazan University, Jazan-45142, Saudi Arabia;
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12
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Huang S, Li R, Huang X, Zheng S, Wang L, Wen Z, Zou X, Wu J, Liu Y, Liu D, Wang Y, Dong S, Chen X, Zhu K, Du X, Zhou Z, Han Y, Ye X, Zeng C, Zhang B, Yang G, Jing C. Association Study Between Methylation in the Promoter Regions of cGAS, MAVS, and TRAF3 Genes and the Risk of Cervical Precancerous Lesions and Cervical Cancer in a Southern Chinese Population. Front Genet 2019; 10:1123. [PMID: 31803230 PMCID: PMC6868924 DOI: 10.3389/fgene.2019.01123] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2018] [Accepted: 10/16/2019] [Indexed: 12/25/2022] Open
Abstract
A case-control study was used to explore the association between the methylation status in the promoter regions of the cGAS, MAVS, and TRAF3 genes and the diseases of cervical precancerous lesions (CPL) and cervical cancer (CC) in a Southern Chinese population, and to further explore their interaction effects with high-risk human papillomavirus (hrHPV) infection and environmental factors in these diseases. The study protocol was approved by the ethics committee of The First Affiliated Hospital of Jinan University, and this study was performed in 97 healthy controls, 75 patients with CPL and 33 patients with CC, while each participant has read and signed the informed consent forms before enrolment. The promoter methylation status genes were detected from the bisulfite-treated DNA by the bisulfite sequencing PCR (BSP) technique, which was carried out using MethPrimer. The cGAS, MAVS, and TRAF3 promoter methylation levels in CPL (CPL cGAS = 35.40%, CPL MAVS = 24.26%, and CPL TRAF3 = 96.76%) were significantly higher than those in the control (Control cGAS = 31.87%, Control MAVS = 21.16%, and Control TRAF3 = 96.26%, PcGAS < 0.001, PMAVS < 0.001, and PTRAF3 = 0.001); however, there was no significant differences between the CC and control. In the logistic regression model with adjusted covariates, compared with the individuals whose cGAS methylation levels were less than or equal to 31.87%, the women with the levels more than 31.87% increased the risk of CPL by 2.49 times (ORa = 2.49, 95% CI = 1.31-4.75, P a = 0.006). The women with MAVS methylation levels above 21.16% were 1.97 times more likely to have CPL than the those with the levels less than 21.16% (ORa = 1.97, 95% CI = 1.06-3.69, P a = 0.033). A synergistic interaction was found between hrHPV and gene promoter methylation levels of cGAS and MAVS in CPL; however, no potential interaction was observed in CC. The promoter methylation levels in cGAS, MAVS, and TRAF3 genes are higher in CPL than in control, indicating that hypermethylation might be an early event in the progression of cervical intraepithelial neoplasia (CIN). The interaction between the promoter methylation levels in cGAS and MAVS genes and hrHPV infection might play a role in the development of CPL.
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Affiliation(s)
- Shiqi Huang
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Ruixin Li
- Department of Gynecologic Oncology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiuxia Huang
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Shaoling Zheng
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Lijun Wang
- Department of Nutriology, School of Medicine, Jinan University, Guangzhou, China
| | - Zihao Wen
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Xiaoqian Zou
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Jing Wu
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Yumei Liu
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Dandan Liu
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Yao Wang
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Shirui Dong
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Xiaojing Chen
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Kehui Zhu
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Xiuben Du
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Zixing Zhou
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Yajing Han
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Xiaohong Ye
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Chengli Zeng
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Baohuan Zhang
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China
| | - Guang Yang
- Department of Pathogen Biology, School of Medicine, Jinan University, Guangzhou, China.,Guangdong Key Laboratory of Environmental Pollution and Health, Jinan University, Guangzhou, China
| | - Chunxia Jing
- Department of Epidemiology, School of Medicine, Jinan University, Guangzhou, China.,Guangdong Key Laboratory of Environmental Pollution and Health, Jinan University, Guangzhou, China
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13
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Huang J, Luo JY, Tan HZ. Associations of MGMT promoter hypermethylation with squamous intraepithelial lesion and cervical carcinoma: A meta-analysis. PLoS One 2019; 14:e0222772. [PMID: 31574102 PMCID: PMC6772039 DOI: 10.1371/journal.pone.0222772] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Accepted: 09/06/2019] [Indexed: 01/06/2023] Open
Abstract
Background In this research, an meta-analysis was performed for assessment of the associations between O6-methyguanine-DNA methyltransferase (MGMT) promoter hypermethylation possessing low-grade intraepithelial lesion (LSIL), high-grade intraepithelial lesion (HSIL), cervical cancer (CC), and clinicopathological characters of CC. Methods Literature selection were conducted through searching PubMed, Web of science, EMBASE, China National Knowledge Infrastructure and Wanfang databases (up to November 2018). An assessment of associations between MGMT methylation and LSIL, HSIL, CC risk and clinicopathological characteristics was performed through pooled odds ratios (ORs) with relevant 95% confidence intervals (CIs). Subgroup analyses, meta-regressions and Galbraith plots were conducted to conduct an exploration on the possible sources of heterogeneity. The genome-wide DNA methylation array studies were extracted from Gene Expression Omnibus (GEO) databases for validation of these outcomes. Results In this meta-analysis of 25 published articles, MGMT hypermethylation gradually elevated the rates among control group (12.16%), LSIL (20.92%), HSIL (36.33%) and CC (41.50%) specimens. MGMT promoter methylation was significant associated with the increased risk of LSIL by 1.74-fold (P<0.001), HSIL by 3.71-fold (P<0.001) and CC by 7.08-fold (P<0.001) compared with control. A significant association between MGMT promoter methylation with FIGO stage was also found (OR = 2.81, 95% CI: 1.79–4.41, p<0.001). The results of GEO datasets showed that 5 CpG sites in MGMT with a great diagnostic value for the screening of cervical cancer. Conclusion The meta-analysis indicated the association between MGMT promoter hypermethylation and squamous intraepithelial lesion and cervical cancer. MGMT methylation detection might have a potential value to be an epigenetic marker for the clinical diagnosis of cervical cancer.
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Affiliation(s)
- Jin Huang
- Department of Epidemiology and Health Statistics, School of Public Health, Central South University, Changsha, Hunan, China
| | - Jia-You Luo
- Department of Women and Children Health, School of Public Health, Central South University, Changsha, Hunan, China
| | - Hong-Zhuan Tan
- Department of Epidemiology and Health Statistics, School of Public Health, Central South University, Changsha, Hunan, China
- * E-mail:
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14
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Kedhari Sundaram M, Raina R, Afroze N, Bajbouj K, Hamad M, Haque S, Hussain A. Quercetin modulates signaling pathways and induces apoptosis in cervical cancer cells. Biosci Rep 2019; 39:BSR20190720. [PMID: 31366565 PMCID: PMC6692570 DOI: 10.1042/bsr20190720] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 07/17/2019] [Accepted: 07/30/2019] [Indexed: 12/13/2022] Open
Abstract
Cancer cells have the unique ability to overcome natural defense mechanisms, undergo unchecked proliferation and evade apoptosis. While chemotherapeutic drugs address this, they are plagued by a long list of side effects and have a poor success rate. This has spurred researchers to identify safer bioactive compounds that possess chemopreventive and therapeutic properties. A wide range of experimental as well as epidemiological data encourage the use of dietary agents to impede or delay different stages of cancer. In the present study, we have examined the anti-ancer property of ubiquitous phytochemical quercetin by using cell viability assay, flow cytometry, nuclear morphology, colony formation, scratch wound assay, DNA fragmentation and comet assay. Further, qPCR analysis of various genes involved in apoptosis, cell cycle regulation, metastasis and different signal transduction pathways was performed. Proteome profiler was used to quantitate the expression of several of these proteins. We find that quercetin decreases cell viability, reduces colony formation, promotes G2-M cell cycle arrest, induces DNA damage and encourages apoptosis. Quercetin induces apoptosis via activating both apoptotic pathways with a stronger effect of the extrinsic pathway relying on the combined power of TRAIL, FASL and TNF with up-regulation of caspases and pro-apoptotic genes. Quercetin could inhibit anti-apoptotic proteins by docking studies. Further, quercetin blocks PI3K, MAPK and WNT pathways. Anticancer effect of quercetin observed in cell-based assays were corroborated by molecular biology studies and yielded valuable mechanistic information. Quercetin appears to be a promising candidate with chemopreventive and chemotherapeutic potential and warrants further research.
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Affiliation(s)
| | - Ritu Raina
- School of Life Sciences, Manipal Academy of Higher Education, P.O. Box 345050, Dubai, United Arab Emirates
| | - Nazia Afroze
- School of Life Sciences, Manipal Academy of Higher Education, P.O. Box 345050, Dubai, United Arab Emirates
| | - Khuloud Bajbouj
- College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Mawieh Hamad
- Department of Medical Laboratory Sciences and Sharjah Institute for Medical Research, University of Sharjah, Sharjah, United Arab Emirates
| | - Shafiul Haque
- Research and Scientific Studies Unit, College of Nursing and Allied Health Sciences, Jazan University, Jazan-45142, Saudi Arabia
| | - Arif Hussain
- School of Life Sciences, Manipal Academy of Higher Education, P.O. Box 345050, Dubai, United Arab Emirates
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15
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TP73 is a credible biomarker for predicting clinical progression and prognosis in cervical cancer patients. Biosci Rep 2019; 39:BSR20190095. [PMID: 31332036 PMCID: PMC6682548 DOI: 10.1042/bsr20190095] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 02/20/2019] [Accepted: 06/10/2019] [Indexed: 12/27/2022] Open
Abstract
Tumor protein p73 (TP73) has been reported to be dysregulated in various types of human cancer and associated with clinical progression and outcome. Owing to the lack of reports on the correlation between TP73 protein expression and clinicopathologic features of cervical cancer, the aim of our research was to explore the clinical and prognostic significance of TP73 protein expression in cervical cancer patients. In our study, TP73 protein expression was detected by immunochemistry in 118 paraffin-embedded cervical cancer tissue specimens and 40 paraffin-embedded normal cervical epithelium tissue specimens. In the results, we found cervical cancer tissues exhibited high TP73 expression in comparison with normal cervical epithelium tissues, which was consistent with the expression status of TP73 in The Cancer Genome Atlas (TCGA) database. Furthermore, we analyzed the relationships between TP73 expression and clinicopathologic features through using the chi-square test or Fisher’s exact test, and found high expression of TP73 was markedly associated with early clinical stage, less lymph node metastasis, absent distant metastasis, squamous cell carcinoma and favorable histological grade. The Kaplan–Meier method and log-rank test were performed based on the expression level of TP73 in a cervical cancer cohort from the TCGA database, and showed that TP73 expression was positively correlated with overall survival time in cervical cancer patients. Moreover, univariate and multivariate Cox proportional hazards regression model indicated that high TP73 expression was identified as an independent factor for predicting favorable overall survival in cervical cancer patients. In conclusion, TP73 expression is increased in cervical cancer tissues and cells, and acts as a credible biomarker for predicting favorable overall survival in cervical cancer patients.
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16
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Wu DM, Zheng ZH, Zhang YB, Fan SH, Zhang ZF, Wang YJ, Zheng YL, Lu J. Down-regulated lncRNA DLX6-AS1 inhibits tumorigenesis through STAT3 signaling pathway by suppressing CADM1 promoter methylation in liver cancer stem cells. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2019; 38:237. [PMID: 31171015 PMCID: PMC6554918 DOI: 10.1186/s13046-019-1239-3] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 05/21/2019] [Indexed: 02/06/2023]
Abstract
Background Liver cancer stem cells (LCSCs) are a small subset of cells characterized by unlimited self-renewal, cell differentiation, and uncontrollable cellular growth. LCSCs are also resistant to conventional therapies and are thus believed to be held responsible for causing treatment failure of hepatocellular carcinoma (HCC). It has been recently found that long non-coding RNAs (lncRNAs) are important regulators in HCC. This present study aims to explore the underlying mechanism of how lncRNA DLX6-AS1 influences the development of LCSCs and HCC. Methods A microarray-based analysis was performed to initially screen differentially expressed lncRNAs associated with HCC. We then analyzed the lncRNA DLX6-AS1 levels as well as CADM1 promoter methylation. The mRNA and protein expression of CADM1, STAT3, CD133, CD13, OCT-4, SOX2, and Nanog were then detected. We quantified our results by evaluating the spheroid formation, proliferation, and tumor formation abilities, as well as the proportion of tumor stem cells, and the recruitment of DNA methyltransferase (DNMT) in LCSCs when lncRNA DLX6-AS1 was either overexpressed or silenced. Results LncRNA DLX6-AS1 was upregulated in HCC. The silencing of lncRNA DLX6-AS1 was shown to reduce and inhibit spheroid formation, colony formation, proliferation, and tumor formation abilities, as well as attenuate CD133, CD13, OCT-4, SOX2, and Nanog expression in LCSCs. Furthermore, downregulation of lncRNA DLX6-AS1 contributed to a reduction in CADM1 promoter methylation via suppression of DNMT1, DNMT3a, and DNMT3b in LCSCs and inactivating the STAT3 signaling pathway. Conclusion This study demonstrated that down-regulated lncRNA DLX6-AS1 may inhibit the stem cell properties of LCSCs through upregulation of CADM1 by suppressing the methylation of the CADM1 promoter and inactivation of the STAT3 signaling pathway. Electronic supplementary material The online version of this article (10.1186/s13046-019-1239-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Dong-Mei Wu
- Key Laboratory for Biotechnology on Medicinal Plants of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China.,College of Health Sciences, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China
| | - Zi-Hui Zheng
- State Key Laboratory Cultivation Base For TCM Quality and Efficacy, School of Medicine and Life Sciences, Nanjing University of Chinese Medicine, Nanjing, 210023, People's Republic of China
| | - Ying-Bo Zhang
- Department of Pathology, Qiqihar Medical University, Qiqihar, 161006, People's Republic of China
| | - Shao-Hua Fan
- Key Laboratory for Biotechnology on Medicinal Plants of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China.,College of Health Sciences, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China
| | - Zi-Feng Zhang
- Key Laboratory for Biotechnology on Medicinal Plants of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China.,College of Health Sciences, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China
| | - Yong-Jian Wang
- Key Laboratory for Biotechnology on Medicinal Plants of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China.,College of Health Sciences, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China
| | - Yuan-Lin Zheng
- Key Laboratory for Biotechnology on Medicinal Plants of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China. .,College of Health Sciences, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China.
| | - Jun Lu
- Key Laboratory for Biotechnology on Medicinal Plants of Jiangsu Province, School of Life Science, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China. .,College of Health Sciences, Jiangsu Normal University, Xuzhou, 221116, Jiangsu Province, People's Republic of China.
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17
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Verlaat W, Van Leeuwen RW, Novianti PW, Schuuring E, Meijer CJLM, Van Der Zee AGJ, Snijders PJF, Heideman DAM, Steenbergen RDM, Wisman GBA. Host-cell DNA methylation patterns during high-risk HPV-induced carcinogenesis reveal a heterogeneous nature of cervical pre-cancer. Epigenetics 2018; 13:769-778. [PMID: 30079796 PMCID: PMC6224221 DOI: 10.1080/15592294.2018.1507197] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Cervical cancer development following a persistent infection with high-risk human papillomavirus (hrHPV) is driven by additional host-cell changes, such as altered DNA methylation. In previous studies, we have identified 12 methylated host genes associated with cervical cancer and pre-cancer (CIN2/3). This study systematically analyzed the onset and DNA methylation pattern of these genes during hrHPV-induced carcinogenesis using a longitudinal in vitro model of hrHPV-transformed cell lines (n = 14) and hrHPV-positive cervical scrapings (n = 113) covering various stages of cervical carcinogenesis. DNA methylation analysis was performed by quantitative methylation-specific PCR (qMSP) and relative qMSP values were used to analyze the data. The majority of genes displayed a comparable DNA methylation pattern in both cell lines and clinical specimens. DNA methylation onset occurred at early or late immortal passage, and DNA methylation levels gradually increased towards tumorigenic cells. Subsequently, we defined a so-called cancer-like methylation-high pattern based on the DNA methylation levels observed in cervical scrapings from women with cervical cancer. This cancer-like methylation-high pattern was observed in 72% (38/53) of CIN3 and 55% (11/20) of CIN2, whereas it was virtually absent in hrHPV-positive controls (1/26). In conclusion, hrHPV-induced carcinogenesis is characterized by early onset of DNA methylation, typically occurring at the pre-tumorigenic stage and with highest DNA methylation levels at the cancer stage. Host-cell DNA methylation patterns in cervical scrapings from women with CIN2 and CIN3 are heterogeneous, with a subset displaying a cancer-like methylation-high pattern, suggestive for a higher cancer risk.
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Affiliation(s)
- Wina Verlaat
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Robert W Van Leeuwen
- b Department of Gynecologic Oncology , University of Groningen, University Medical Center Groningen, Cancer Research Center Groningen , Groningen , The Netherlands
| | - Putri W Novianti
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Ed Schuuring
- c Department of Pathology , University of Groningen, University Medical Center Groningen, Cancer Research Center Groningen , Groningen , The Netherlands
| | - Chris J L M Meijer
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Ate G J Van Der Zee
- b Department of Gynecologic Oncology , University of Groningen, University Medical Center Groningen, Cancer Research Center Groningen , Groningen , The Netherlands
| | - Peter J F Snijders
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Daniëlle A M Heideman
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Renske D M Steenbergen
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - G Bea A Wisman
- b Department of Gynecologic Oncology , University of Groningen, University Medical Center Groningen, Cancer Research Center Groningen , Groningen , The Netherlands
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18
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Miok V, Wilting SM, van Wieringen WN. Ridge estimation of network models from time-course omics data. Biom J 2018; 61:391-405. [PMID: 30136415 DOI: 10.1002/bimj.201700195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 05/16/2018] [Accepted: 07/01/2018] [Indexed: 11/06/2022]
Abstract
Time-course omics experiments enable the reconstruction of the dynamics of the cellular regulatory network. Here, we describe the means for this reconstruction and the downstream exploitation of the inferred network. It is assumed that one of the various vector-autoregressive models (VAR) models presented here serves as a reasonably accurate description of the time-course omics data. The models are estimated through ridge penalized likelihood maximization, accompanied by functionality for the determination of optimal penalty paramaters. Prior knowledge on the network topology is accommodated by the estimation procedures. Various routes that translate the fitted models into more tangible implications for the medical researcher are described. The network is inferred from the-nonsparse-ridge estimates through empirical Bayes probabilistic thresholding. The influence of a (trait of a) molecular entity at the current time on those at future time points is assessed by mutual information, impulse response analysis, and path decomposition of the covariance. The presented methodology is applied to the omics data from the p53 signaling pathway during HPV-induced cellular transformation. All methodology is implemented in the ragt2ridges package, freely available from the Comprehensive R Archive Network.
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Affiliation(s)
- Viktorian Miok
- Department of Pathology, VU University Medical Center, MB, Amsterdam, The Netherlands.,Department of Epidemiology and Biostatistics, Amsterdam School of Public Health, VU University Medical Center, MB, Amsterdam, The Netherlands
| | - Saskia M Wilting
- Department of Pathology, VU University Medical Center, MB, Amsterdam, The Netherlands
| | - Wessel N van Wieringen
- Department of Epidemiology and Biostatistics, Amsterdam School of Public Health, VU University Medical Center, MB, Amsterdam, The Netherlands.,Department of Mathematics, Vrije Universiteit Amsterdam, De Boelelaan 1081a, Amsterdam, The Netherlands
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19
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Wang XB, Cui NH, Liu XN, Ma JF, Zhu QH, Guo SR, Zhao JW, Ming L. Identification of DAPK1 Promoter Hypermethylation as a Biomarker for Intra-Epithelial Lesion and Cervical Cancer: A Meta-Analysis of Published Studies, TCGA, and GEO Datasets. Front Genet 2018; 9:258. [PMID: 30065752 PMCID: PMC6056635 DOI: 10.3389/fgene.2018.00258] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 06/26/2018] [Indexed: 12/26/2022] Open
Abstract
Background: Promoter hypermethylation in death-associated protein kinase 1 (DAPK1) gene has been long linked to cervical neoplasia, but the established results remained controversial. Here, we performed a meta-analysis to assess the associations of DAPK1 promoter hypermethylation with low-grade intra-epithelial lesion (HSIL), high-grade intra-epithelial lesion (HSIL), cervical cancer (CC), and clinicopathological features of CC. Methods: Published studies with qualitative methylation data were initially searched from PubMed, Web of Science, EMBASE, and China National Knowledge Infrastructure databases (up to March 2018). Then, quantitative methylation datasets, retrieved from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases, were pooled to validate the results of published studies. Results: In a meta-analysis of 37 published studies, DAPK1 promoter hypermethylation progressively increased the risk of LSIL by 2.41-fold (P = 0.012), HSIL by 7.62-fold (P < 0.001), and CC by 23.17-fold (P < 0.001). Summary receiver operating characteristic curves suggested a potential diagnostic value of DAPK1 promoter hypermethylation in CC, with a large area-under-the-curve of 0.83, a high specificity of 97%, and a moderate sensitivity of 59%. There were significant impacts of DAPK1 promoter hypermethylation on histological type (odds ratio (OR) = 3.53, P < 0.001) and FIGO stage of CC (OR = 2.15, P = 0.003). Then, a pooled analysis of nine TCGA and GEO datasets, covering 13 CPG sites within DAPK1 promoter, identified eight CC-associated sites, six sites with diagnostic values for CC (pooled specificities: 74–90%; pooled sensitivities: 70–81%), nine loci associated with the histological type of CC, and all 13 loci with down-regulated effects on DAPK1 mRNA expression. Conclusion: The meta-analysis suggests that DAPK1 promoter hypermethylation is significantly associated with the disease severity of cervical neoplasia. DAPK1 methylation detection exhibits a promising ability to discriminate CC from cancer-free controls.
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Affiliation(s)
- Xue-Bin Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ning-Hua Cui
- Department of Clinical Laboratory, Children's Hospital Affiliated to Zhengzhou University, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, China
| | - Xia-Nan Liu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jun-Fen Ma
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Qing-Hua Zhu
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shu-Ren Guo
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jun-Wei Zhao
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Liang Ming
- Department of Clinical Laboratory, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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20
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de Unamuno Bustos B, Murria Estal R, Pérez Simó G, Simarro Farinos J, Pujol Marco C, Navarro Mira M, Alegre de Miquel V, Ballester Sánchez R, Sabater Marco V, Llavador Ros M, Palanca Suela S, Botella Estrada R. Aberrant DNA methylation is associated with aggressive clinicopathological features and poor survival in cutaneous melanoma. Br J Dermatol 2018; 179:394-404. [PMID: 29278418 DOI: 10.1111/bjd.16254] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/13/2017] [Indexed: 01/19/2023]
Abstract
BACKGROUND Promoter methylation of tumour suppressor genes (TSGs) has recently been implicated in the pathogenesis of several types of cancer. Regarding melanoma, over 100 genes that contribute to its pathogenesis have been identified to be aberrantly hypermethylated. OBJECTIVES This is a retrospective observational study that aims to analyse the prevalence of CpG island methylation in a series of primary melanomas, to identify the associations with the main clinicopathological features, and to explore the prognostic significance of methylation in melanoma survival. MATERIALS AND METHODS DNA methylation was analysed using methylation-specific multiplex ligation-dependent probe amplification in a series of 170 melanoma formalin-fixed paraffin-embedded tumour samples. The relationship between the methylation status, known somatic mutations and clinicopathological features was evaluated. Disease-free survival (DFS) and overall survival (OS) were displayed by the Kaplan-Meier method. RESULTS In the entire cohort, one or more genes were detected to be methylated in 55% of the patients. The most prevalent methylated genes were RARB 31%, PTEN 24%, APC 16%, CDH13 16%, ESR1 14%, CDKN2A 6% and RASSF1 5%. An association between aberrant methylation and aggressive clinicopathological features was observed (older age, increased Breslow thickness, presence of mitosis and ulceration, fast-growing melanomas, advancing stage and TERT mutations). Furthermore, Kaplan-Meier survival analysis showed a correlation of methylation and poorer DFS and OS. CONCLUSIONS Aberrant methylation of TSGs is a frequent event in melanoma. It is associated with aggressive clinicopathological features and poorer survival. Epigenetic alterations may represent a significant prognostic marker with utility in routine practice.
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Affiliation(s)
- B de Unamuno Bustos
- Department of Dermatology, Hospital Universitari i Politecnic La Fe, Valencia, Spain
| | - R Murria Estal
- Department of Molecular Biology Laboratory, Service of Clinical Analysis, Hospital Universitari i Politecnic La Fe, Valencia, Spain
| | - G Pérez Simó
- Department of Molecular Biology Laboratory, Service of Clinical Analysis, Hospital Universitari i Politecnic La Fe, Valencia, Spain
| | - J Simarro Farinos
- Department of Molecular Biology Laboratory, Service of Clinical Analysis, Hospital Universitari i Politecnic La Fe, Valencia, Spain
| | - C Pujol Marco
- Department of Dermatology, Hospital Universitari i Politecnic La Fe, Valencia, Spain
| | - M Navarro Mira
- Department of Dermatology, Hospital Universitari i Politecnic La Fe, Valencia, Spain
| | - V Alegre de Miquel
- Department of Dermatology, Hospital General Universitario de Valencia, Valencia, Spain
| | | | - V Sabater Marco
- Department of Pathology, Hospital General Universitario de Valencia, Valencia, Spain
| | - M Llavador Ros
- Department of Pathology, Hospital Universitari i Politecnic La Fe, Valencia, Spain
| | - S Palanca Suela
- Department of Molecular Biology Laboratory, Service of Clinical Analysis, Hospital Universitari i Politecnic La Fe, Valencia, Spain
| | - R Botella Estrada
- Department of Dermatology, Hospital Universitari i Politecnic La Fe, Valencia, Spain
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21
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Induction of Interferon Kappa in Human Papillomavirus 16 Infection by Transforming Growth Factor Beta-Induced Promoter Demethylation. J Virol 2018; 92:JVI.01714-17. [PMID: 29437968 DOI: 10.1128/jvi.01714-17] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 01/30/2018] [Indexed: 12/18/2022] Open
Abstract
Persistent high-risk human papillomavirus (HPV) infection is the major causal factor in cervical and other anogenital cancers. Because there are currently no therapeutics capable of preventing neoplastic progression of HPV infections, understanding the mechanisms of HPV-mediated persistence, including immune evasion, is a major research priority. The multifunctional growth factor transforming growth factor beta (TGFβ) has been shown to inhibit expression of early viral transcripts from cells harboring integrated HPV genomes or cells infected with retroviruses expressing HPV oncoproteins. However, the mechanism of TGFβ-induced inhibition has not been fully defined. In this study, we have observed a previously uncharacterized ability of TGFβ to repress the differentiation-induced upregulation of late HPV16 gene expression. In addition, interferon kappa (IFN-κ), a keratinocyte-specific, constitutively expressed cytokine suppressed by differentiation, can be transcriptionally induced by TGFβ1. TGFβ-mediated IFN-κ transcription only occurs in cells containing HPV16, and this is due to TGFβ1-mediated reversal of HPV-induced methylation of the IFN-κ promoter through active DNA demethylation mediated by thymine DNA glycosylase (TDG). This novel interaction between growth factor and innate immune signaling may shed light on the mechanisms of HPV persistence and how the virus manipulates both immune and growth factor signaling to promote its life cycle.IMPORTANCE Persistent infection by high-risk HPVs is the primary risk factor for development of HPV-induced cancers. Persistence involves viral evasion of the immune response, including the IFN response. HPV is also known to suppress TGFβ signaling, which inhibits viral gene expression. Here, we show that the TGFβ and IFN pathways are interrelated in the context of HPV16 infection through the upregulation of IFN-κ by TGFβ. The ability of TGFβ to induce IFN-κ promoter demethylation and transcriptional activation provides a new explanation for why HPV has evolved mechanisms to inhibit TGFβ in infected cells.
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22
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Wu D, Zhang J, Fan P, Li H, Li D, Pan H, He H, Ren X, Pan Z, Shao R, Pan Z. Methylation in the promoter regions of WT1, NKX6-1 and DBC1 genes in cervical cancer tissues of Uygur women in Xinjiang. Genet Mol Biol 2018; 41:9-17. [PMID: 29658966 PMCID: PMC5901490 DOI: 10.1590/1678-4685-gmb-2016-0146] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2016] [Accepted: 06/07/2017] [Indexed: 11/22/2022] Open
Abstract
This study aimed to explore: 1) DNA methylation in the promoter regions of Wilms tumor gene 1 (WT1), NK6 transcription factor related locus 1 gene (NKX6-1) and Deleted in bladder cancer 1 (DBC1) gene in cervical cancer tissues of Uygur women in Xinjiang, and 2) the correlation of gene methylation with the infection of HPV16/18 viruses. We detected HPV16/18 infection in 43 normal cervical tissues, 30 cervical intraepithelial neoplasia lesions (CIN) and 48 cervical cancer tissues with polymerase chain reaction (PCR) method. Methylation in the promoter regions of the WT1, NKX6-1 and DBC1 genes in the above-mentioned tissues was measured by methylation-specific PCR (MSP) and cloning sequencing. The expression level of these three genes was measured by real-time PCR (qPCR) in 10 methylation-positive cervical cancer tissues and 10 methylation-negative normal cervical tissues. We found that the infection of HPV16 in normal cervical tissues, CIN and cervical cancer tissues was 14.0, 36.7 and 66.7%, respectively. The infection of HPV18 was 0, 6.7 and 10.4%, respectively. The methylation rates of WT1, NKX6-1 and DBC1 genes were 7.0, 11.6 and 23.3% in normal cervical tissues, 36.7, 46.7 and 30.0% in CIN tissues, and 89.6, 77.1 and 85.4% in cervical cancer tissues. Furthermore, WT1, NKX6-1 and DBC1 genes were hypermethylated in the high-grade squamous intraepithelial lesion (CIN2, CIN3) and in the cervical cancer tissues with infection of HPV16/18 (both P< 0.05). The expression of WT1, NKX6-1 and DBC1 was significantly lower in the methylation-positive cervical cancer tissues than in methylation-negative normal cervical tissues. Our findings indicated that methylation in the promoter regions of WT1, NKX6-1 and DBC1 is correlated with cervical cancer tumorigenesis in Uygur women. The infection of HPV16/18 might be correlated with methylation in these genes. Gene inactivation caused by methylation might be related to the incidence and development of cervical cancer.
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Affiliation(s)
- Dan Wu
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China.,Clinical Laboratory, Branch of the First Affiliated Hospital of Xinjiang Medical University, Changji, Xinjiang, China
| | - Jinli Zhang
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
| | - Peiwen Fan
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
| | - Hongtao Li
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
| | - Dongmei Li
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
| | - Huan Pan
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
| | - Hongchang He
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
| | - Xianxian Ren
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
| | - Zhenzhen Pan
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
| | - Renfu Shao
- Genecology Research Centre, School of Science and Engineering, University of the Sunshine Coast, Maroochydore DC, Queensland, Australia
| | - Zemin Pan
- Department of Biochemistry and Molecular Biology, School of Medicine, Shihezi University, Xinjiang Endemic and Ethnic Disease and Education Ministry Key Laboratory, Shihezi, Xinjiang, China
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23
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Yanokura M, Banno K, Kobayashi Y, Nomura H, Hayashi S, Tominaga E, Aoki D. Recent findings on epigenetic gene abnormalities involved in uterine cancer. Mol Clin Oncol 2017; 7:733-737. [PMID: 29181164 DOI: 10.3892/mco.2017.1428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 08/29/2017] [Indexed: 11/05/2022] Open
Abstract
Selective aberrant genetic effects that do not depend on abnormal DNA sequences are referred to as epigenetic abnormalities and are involved in carcinogenesis. In uterine cancer, various genes involved in apoptosis, cell cycle, DNA repair, cell proliferation and cell adhesion are abnormally methylated, resulting in gene silencing. Reversal of such epigenetic abnormalities in cancer cells is a potential strategy for cancer therapy, and studies on epigenetic abnormalities and treatment methods in uterine cancer are in progress. These include the evaluation of 5-hydroxymethylcytosine, which is present in cancer tissues at lower levels compared with those in normal tissues, as a prognostic marker in cervical cancer; combination therapy with 5-azacytidine and cisplatin; combination treatment focusing on tumor necrosis factor-related apoptosis-inducing ligand in cervical cancer; studies focusing on DNA mismatch repair in endometrial cancer; and use of a demethylating agent to reactivate tumor suppressor genes and inhibit tumor proliferation. Detection of epigenetic changes using biomarkers may be used for histological classification, evaluation of disease progression and identification of compounds that are able to modulate epigenetic changes and may be useful for uterine cancer treatment.
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Affiliation(s)
- Megumi Yanokura
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Kouji Banno
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Yusuke Kobayashi
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Hiroyuki Nomura
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Shigenori Hayashi
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Eiichiro Tominaga
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160-8582, Japan
| | - Daisuke Aoki
- Department of Obstetrics and Gynecology, Keio University School of Medicine, Tokyo 160-8582, Japan
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24
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Chen GD, Qian DY, Li ZG, Fan GY, You KL, Wu YL. Down-regulation of p16 and MGMT promotes the anti-proliferative and pro-apoptotic effects of 5-Aza-dC and radiation on cervical cancer cells. Cell Biochem Funct 2017; 35:488-496. [PMID: 29143344 DOI: 10.1002/cbf.3282] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 07/05/2017] [Accepted: 07/05/2017] [Indexed: 12/19/2022]
Abstract
Cervical cancer is one of the most common malignancies of the female reproductive system. Therefore, it is critical to investigate the molecular mechanisms involved in the development and progression of cervical cancer. In this study, we stimulated cervical cancer cells with 5-aza-2'-deoxycytidine (5-Aza-dC) and found that this treatment inhibited cell proliferation and induced apoptosis; additionally, methylation of p16 and O-6-methylguanine-DNA methyltransferase (MGMT) was reversed, although their expression was suppressed. 5-Aza-dC inhibited E6 and E7 expression and up-regulated p53, p21, and Rb expression. Cells transfected with siRNAs targeting p16 and MGMT as well as cells stimulated with 5-Aza-dC were arrested in S phase, and the expression of p53, p21, and Rb was up-regulated more significantly. However, when cells were stimulated with 5-Aza-dC after transfection with siRNAs targeting p16 and MGMT, proliferation decreased significantly, and the percentage of cells in the sub-G1 peak and in S phase was significantly increased, suggesting a marked increase in apoptosis. But E6 and E7 overexpression could rescue the observed effects in proliferation. Furthermore, X-ray radiation caused cells to arrest in G2/M phase, but cells transfected with p16- and MGMT-targeted siRNAs followed by X-ray radiation exhibited a significant decrease in proliferation and were shifted toward the sub-G1 peak, also indicating enhanced apoptosis. In addition, the effects of 5-Aza-dC and X-ray radiation were most pronounced when MGMT expression was down-regulated. Therefore, down-regulation of p16 and MGMT expression enhances the anti-proliferative effects of 5-Aza-dC and X-ray radiation. This discovery may provide novel ideas for the treatment of cervical cancer.
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Affiliation(s)
- Guan-di Chen
- Southern Medical University, Guangzhou, Guangdong, China
| | - De-Ying Qian
- Department of Gynecology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Zhi-Gang Li
- Department of Gynecology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Ge-Ying Fan
- Department of Gynecology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Ke-Li You
- Department of Gynecology, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Yi-Long Wu
- Southern Medical University, Guangzhou, Guangdong, China.,Medical Research Centre, Guangdong Lung Cancer Institute, Guangdong General Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, China
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25
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Biktasova A, Hajek M, Sewell A, Gary C, Bellinger G, Deshpande HA, Bhatia A, Burtness B, Judson B, Mehra S, Yarbrough WG, Issaeva N. Demethylation Therapy as a Targeted Treatment for Human Papillomavirus-Associated Head and Neck Cancer. Clin Cancer Res 2017; 23:7276-7287. [PMID: 28916527 DOI: 10.1158/1078-0432.ccr-17-1438] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Revised: 08/01/2017] [Accepted: 09/13/2017] [Indexed: 11/16/2022]
Abstract
Purpose: DNA methylation in human papillomavirus-associated (HPV+) head and neck squamous cell carcinoma (HNSCC) may have importance for continuous expression of HPV oncogenes, tumor cell proliferation, and survival. Here, we determined activity of a global DNA-demethylating agent, 5-azacytidine (5-aza), against HPV+ HNSCC in preclinical models and explored it as a targeted therapy in a window trial enrolling patients with HPV+ HNSCC.Experimental Design: Sensitivity of HNSCC cells to 5-aza treatment was determined, and then 5-aza activity was tested in vivo using xenografted tumors in a mouse model. Finally, tumor samples from patients enrolled in a window clinical trial were analyzed to identify activity of 5-aza therapy in patients with HPV+ HNSCC.Results: Clinical trial and experimental data show that 5-aza induced growth inhibition and cell death in HPV+ HNSCC. 5-aza reduced expression of HPV genes, stabilized p53, and induced p53-dependent apoptosis in HNSCC cells and tumors. 5-aza repressed expression and activity of matrix metalloproteinases (MMP) in HPV+ HNSCC, activated IFN response in some HPV+ head and neck cancer cells, and inhibited the ability of HPV+ xenografted tumors to invade mouse blood vessels.Conclusions: 5-aza may provide effective therapy for HPV-associated HNSCC as an alternative or complement to standard cytotoxic therapy. Clin Cancer Res; 23(23); 7276-87. ©2017 AACR.
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Affiliation(s)
- Asel Biktasova
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut
| | - Michael Hajek
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut
| | - Andrew Sewell
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut
| | - Cyril Gary
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut
| | - Gary Bellinger
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut
| | - Hari A Deshpande
- Department of Medicine, Division of Medical Oncology, Yale University, New Haven, Connecticut
| | - Aarti Bhatia
- Department of Medicine, Division of Medical Oncology, Yale University, New Haven, Connecticut
| | - Barbara Burtness
- Department of Medicine, Division of Medical Oncology, Yale University, New Haven, Connecticut.,Yale Cancer Center, Yale University, New Haven, Connecticut
| | - Benjamin Judson
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut.,Yale Cancer Center, Yale University, New Haven, Connecticut
| | - Saral Mehra
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut
| | - Wendell G Yarbrough
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut. .,Yale Cancer Center, Yale University, New Haven, Connecticut.,Department of Pathology, Yale University, New Haven, Connecticut
| | - Natalia Issaeva
- Department of Surgery, Division of Otolaryngology, Yale University, New Haven, Connecticut. .,Yale Cancer Center, Yale University, New Haven, Connecticut
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26
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Shu R, He J, Wu C, Gao J. The association between RARβ and FHIT promoter methylation and the carcinogenesis of patients with cervical carcinoma: A meta-analysis. Tumour Biol 2017. [PMID: 28639889 DOI: 10.1177/1010428317709126] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
The RARβ and FHIT promoter methylation are observed in some cervical carcinoma. However, the association between RARβ and FHIT promoter methylation and cervical carcinogenesis remains unclear. This study was carried out to evaluate the correlation between RARβ or FHIT promoter methylation and cervical carcinogenesis. Eligible publications were searched via online databases. The combined odds ratios and corresponding 95% confidence intervals were calculated and summarized. In all, 17 eligible articles on RARβ and FHIT promoter methylation were identified in the study. RARβ promoter methylation was significantly higher in cervical cancer than in cervical intraepithelial neoplasia lesions and normal cervical tissues (odds ratio = 3.90, p = 0.018; odds ratio = 12.98, p < 0.001, respectively). There was more FHIT promoter methylation in cervical cancer than in cervical intraepithelial neoplasia lesions and normal controls (odds ratio = 8.0, p = 0.055; odds ratio = 10.75, p < 0.001, respectively). In addition, FHIT promoter methylation was correlated with clinical stage (advanced stage vs early stage: odds ratio = 2.69, p = 0.056) and tumor grade (high grade vs low grade: odds ratio = 4.11, p < 0.001). RARβ and FHIT promoter methylation may be associated with the carcinogenesis of cervical cancer. FHIT promoter methylation may play a crucial role in cervical cancer progression. Additional studies with large sample sizes are essential to confirm our findings.
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Affiliation(s)
- Ruming Shu
- Department of Gynaecology and Obstetrics, The Third Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jie He
- Department of Gynaecology and Obstetrics, The Third Affiliated Hospital of Nanchang University, Nanchang, China
| | - Chengzhen Wu
- Department of Gynaecology and Obstetrics, The Third Affiliated Hospital of Nanchang University, Nanchang, China
| | - Jun Gao
- Department of Gynaecology and Obstetrics, The Third Affiliated Hospital of Nanchang University, Nanchang, China
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27
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Cardoso MDFS, Castelletti CHM, Lima-Filho JLD, Martins DBG, Teixeira JAC. Putative biomarkers for cervical cancer: SNVs, methylation and expression profiles. MUTATION RESEARCH-REVIEWS IN MUTATION RESEARCH 2017; 773:161-173. [PMID: 28927526 DOI: 10.1016/j.mrrev.2017.06.002] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Revised: 06/28/2017] [Accepted: 06/29/2017] [Indexed: 02/08/2023]
Abstract
Cervical cancer is primarily caused by Human papillomavirus (HPV) infection, but other factors such as smoking habits, co-infections and genetic background, can also contribute to its development. Although this cancer is avoidable, it is the fourth most frequent type of cancer in females worldwide and can only be treated with chemotherapy and radical surgery. There is a need for biomarkers that will enable early diagnosis and targeted therapy for this type of cancer. Therefore, a systems biology pipeline was applied in order to identify potential biomarkers for cervical cancer, which show significant reports in three molecular aspects: DNA sequence variants, DNA methylation pattern and alterations in mRNA/protein expression levels. CDH1, CDKN2A, RB1 and TP53 genes were selected as putative biomarkers, being involved in metastasis, cell cycle regulation and tumour suppression. Other ten genes (CDH13, FHIT, PTEN, MLH1, TP73, CDKN1A, CACNA2D2, TERT, WIF1, APC) seemed to play a role in cervical cancer, but the lack of studies prevented their inclusion as possible biomarkers. Our results highlight the importance of these genes. However, further studies should be performed to elucidate the impact of DNA sequence variants and/or epigenetic deregulation and altered expression of these genes in cervical carcinogenesis and their potential as biomarkers for cervical cancer diagnosis and prognosis.
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Affiliation(s)
- Maria de Fátima Senra Cardoso
- Molecular Prospection and Bioinformatics Group (ProspecMol), Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Av. Prof. Moraes Rego s/n, Recife - PE, 50670-901, Brazil.
| | - Carlos Henrique Madeiros Castelletti
- Molecular Prospection and Bioinformatics Group (ProspecMol), Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Av. Prof. Moraes Rego s/n, Recife - PE, 50670-901, Brazil; Agronomic Institute of Pernambuco (IPA), Av. General San Martin 1371, Bongi, Recife - PE, 50761-000, Brazil
| | - José Luiz de Lima-Filho
- Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Av. Prof. Moraes Rego s/n, Recife - PE, 50670-901, Brazil; Biochemistry Department, Federal University of Pernambuco (UFPE), Av. Prof. Moraes Rego s/n, Recife - PE, 50670-901, Brazil
| | - Danyelly Bruneska Gondim Martins
- Molecular Prospection and Bioinformatics Group (ProspecMol), Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Av. Prof. Moraes Rego s/n, Recife - PE, 50670-901, Brazil; Biochemistry Department, Federal University of Pernambuco (UFPE), Av. Prof. Moraes Rego s/n, Recife - PE, 50670-901, Brazil
| | - José António Couto Teixeira
- Laboratory of Immunopathology Keizo Asami (LIKA), Federal University of Pernambuco (UFPE), Av. Prof. Moraes Rego s/n, Recife - PE, 50670-901, Brazil; Department of Biological Engineering, University of Minho (UM), Campus de Gualtar, 4710-057 Braga, Portugal
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28
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Swangphon P, Pientong C, Burassakarn A, Vatanasapt P, Kleebkaow P, Patarapadungkit N, Treebupachatsakul T, Promthet S, Kongyingyoes B, Ekalaksananan T. Methylation Status of P16Ink4a in Human Papillomavirus-Associated Cancer of Oral Cavity and Oropharynx in Northeastern Thailand. Asian Pac J Cancer Prev 2017; 18:699-705. [PMID: 28440978 PMCID: PMC5464487 DOI: 10.22034/apjcp.2017.18.3.699] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Background: Over-expression of p16INK4a protein is a biomarker for human papillomavirus (HPV)-associated cervical cancer. However, absence of p16INK4a protein expression in HPV-associated cancer of the oral cavity and oropharynx has been reported. Among a number of possible reasons for this is methylation, which is frequently noted in the promoter region of p16INK4a and is associated with silencing of the gene and disease severity. Methods: We investigated the relationships between p16INK4a protein expression, HPV infection and methylation status of the p16INK4a promoter in cancers of the oral cavity and oropharynx. Fifty-three formalin-fixed paraffin-embedded (FFPE) cancer tissue samples from the oral cavity (49 cases) and oropharynx (4 cases) were studied. P16INK4a protein expression was determined using immunohistochemical staining (IHC). Additional oral tissues lacking squamous intraepithelial lesions (SILs), and cervical tissues with high-level SILs, were used as negative and positive controls, respectively. High-risk HPV infection was detected using HPV E6/E7 mRNA in situ hybridization. Methylation status of the p16INK4a promoter was investigated using sodium bisulfite treatment and methylation-specific PCR (MS-PCR). Results: HPV infection was found in 40.8% (20/49) and 50.0% (2/4) of oral cavity and oropharynx cancers, respectively. Promoter methylation of p16INK4a occurred in 73.6 % of all cases and differed significantly in frequency between HPV-positive (90.9%, 20/22) and HPV-negative (61.3%, 19/31) samples. Expression of p16INK4a was found in 35.8% (19/53) and commonly detected in samples with p16INK4a unmethylation (79.5%). Interestingly, the silencing of p16INK4a (64.2%, 34/53) was significantly associated with methylation status (91.2%, 31/34), especially in HPV-infected samples in which the p16INK4a promoter was methylated (52.9%, 18/34). Conclusions: This result demonstrated high frequency of p16INK4a promoter methylation status in HPV-associated HNSCC subsets that could influence the silent p16INK4a expression and might promote disease severity.
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Affiliation(s)
- Piyawut Swangphon
- Department of Microbiology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.
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29
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Genome-wide DNA Methylation Profiling Reveals Methylation Markers Associated with 3q Gain for Detection of Cervical Precancer and Cancer. Clin Cancer Res 2017; 23:3813-3822. [DOI: 10.1158/1078-0432.ccr-16-2641] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Revised: 12/15/2016] [Accepted: 01/04/2017] [Indexed: 11/16/2022]
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30
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Murria Estal R, Palanca Suela S, de Juan Jiménez I, Alenda Gonzalez C, Egoavil Rojas C, García-Casado Z, López Guerrero JA, Juan Fita MJ, Sánchez Heras AB, Segura Huerta Á, Santaballa Bertrán A, Chirivella González I, Llop García M, Pérez Simó G, Barragán González E, Bolufer Gilabert P. Relationship of immunohistochemistry, copy number aberrations and epigenetic disorders with BRCAness pattern in hereditary and sporadic breast cancer. Fam Cancer 2016; 15:193-200. [PMID: 26723934 DOI: 10.1007/s10689-015-9864-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
The study aims to identify the relevance of immunohistochemistry (IHC), copy number aberrations (CNA) and epigenetic disorders in BRCAness breast cancers (BCs). We studied 95 paraffin included BCs, of which 41 carried BRCA1/BRCA2 germline mutations and 54 were non hereditary (BRCAX/Sporadic). Samples were assessed for BRCA1ness and CNAs by Multiplex Ligation-dependent Probe Amplification (MLPA); promoter methylation (PM) was assessed by methylation-specific-MLPA and the expression of miR-4417, miR-423-3p, miR-590-5p and miR-187-3p by quantitative RT-PCR. IHC markers Ki67, ER, PR, HER2, CK5/6, EGFR and CK18 were detected with specific primary antibodies (DAKO, Denmark). BRCAness association with covariates was performed using multivariate binary logistic regression (stepwise backwards Wald option). BRCA1/2 mutational status (p = 0.027), large tumor size (p = 0.041) and advanced histological grade (p = 0.017) among clinic-pathological variables; ER (p < 0.001) among IHC markers; MYC (p < 0.001) among CNA; APC (p = 0.065), ATM (p = 0.014) and RASSF1 (p = 0.044) among PM; and miR-590-5p (p = 0.001), miR-4417 (p = 0.019) and miR-423 (p = 0.013) among microRNA expression, were the selected parameters significantly related with the BRCAness status. The logistic regression performed with all these parameters selected ER+ as linked with the lack of BRCAness (p = 0.001) and MYC CNA, APC PM and miR-590-5p expression with BRCAness (p = 0.014, 0.045 and 0.007, respectively). In conclusion, the parameters ER expression, APC PM, MYC CNA and miR-590-5p expression, allowed detection of most BRCAness BCs. The identification of BRCAness can help establish a personalized medicine addressed to predict the response to specific treatments.
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Affiliation(s)
- Rosa Murria Estal
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La Fe, Torre A 4ª planta, Avenida de Fernando Abril Martorell, no 106, 46026, Valencia, Spain
| | - Sarai Palanca Suela
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La Fe, Torre A 4ª planta, Avenida de Fernando Abril Martorell, no 106, 46026, Valencia, Spain
| | - Inmaculada de Juan Jiménez
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La Fe, Torre A 4ª planta, Avenida de Fernando Abril Martorell, no 106, 46026, Valencia, Spain
| | | | | | | | | | | | | | | | | | | | - Marta Llop García
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La Fe, Torre A 4ª planta, Avenida de Fernando Abril Martorell, no 106, 46026, Valencia, Spain
| | - Gema Pérez Simó
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La Fe, Torre A 4ª planta, Avenida de Fernando Abril Martorell, no 106, 46026, Valencia, Spain
| | - Eva Barragán González
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La Fe, Torre A 4ª planta, Avenida de Fernando Abril Martorell, no 106, 46026, Valencia, Spain
| | - Pascual Bolufer Gilabert
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La Fe, Torre A 4ª planta, Avenida de Fernando Abril Martorell, no 106, 46026, Valencia, Spain.
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31
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Miok V, Wilting SM, van Wieringen WN. Ridge estimation of the VAR(1) model and its time series chain graph from multivariate time-course omics data. Biom J 2016; 59:172-191. [PMID: 27902843 DOI: 10.1002/bimj.201500269] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Revised: 07/24/2016] [Accepted: 07/26/2016] [Indexed: 11/11/2022]
Abstract
Omics experiments endowed with a time-course design may enable us to uncover the dynamic interplay among genes of cellular processes. Multivariate techniques (like VAR(1) models describing the temporal and contemporaneous relations among variates) that may facilitate this goal are hampered by the high-dimensionality of the resulting data. This is resolved by the presented ridge regularized maximum likelihood estimation procedure for the VAR(1) model. Information on the absence of temporal and contemporaneous relations may be incorporated in this procedure. Its computational efficient implemention is discussed. The estimation procedure is accompanied with an LOOCV scheme to determine the associated penalty parameters. Downstream exploitation of the estimated VAR(1) model is outlined: an empirical Bayes procedure to identify the interesting temporal and contemporaneous relationships, impulse response analysis, mutual information analysis, and covariance decomposition into the (graphical) relations among variates. In a simulation study the presented ridge estimation procedure outperformed a sparse competitor in terms of Frobenius loss of the estimates, while their selection properties are on par. The proposed machinery is illustrated in the reconstruction of the p53 signaling pathway during HPV-induced cellular transformation. The methodology is implemented in the ragt2ridges R-package available from CRAN.
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Affiliation(s)
- Viktorian Miok
- Department of Epidemiology and Biostatistics, VU University Medical Center, 1007, MB, Amsterdam, The Netherlands.,Department of Pathology, VU University Medical Center, 1007, MB, Amsterdam, The Netherlands
| | - Saskia M Wilting
- Department of Pathology, VU University Medical Center, 1007, MB, Amsterdam, The Netherlands
| | - Wessel N van Wieringen
- Department of Epidemiology and Biostatistics, VU University Medical Center, 1007, MB, Amsterdam, The Netherlands.,Department of Mathematics, VU University Amsterdam, De Boelelaan 1081a, 1081 HV, Amsterdam, The Netherlands
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32
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Varga N, Mózes J, Keegan H, White C, Kelly L, Pilkington L, Benczik M, Zsuzsanna S, Sobel G, Koiss R, Babarczi E, Nyíri M, Kovács L, Attila S, Kaltenecker B, Géresi A, Kocsis A, O'Leary J, Martin CM, Jeney C. The Value of a Novel Panel of Cervical Cancer Biomarkers for Triage of HPV Positive Patients and for Detecting Disease Progression. Pathol Oncol Res 2016; 23:295-305. [PMID: 27497597 DOI: 10.1007/s12253-016-0094-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Accepted: 07/14/2016] [Indexed: 01/12/2023]
Abstract
In the era of primary vaccination against HPV and at the beginning of the low prevalence of cervical lesions, introduction of screening methods that can distinguish between low- and high-grade lesions is necessary in order to maintain the positive predictive value of screening. This case-control study included 562 women who attended cervical screening or were referred for colposcopy and 140 disease free controls, confirmed by histology and/or cytology. The cases were stratified by age. Using routine exfoliated liquid based cytological samples RT-PCR measurements of biomarker genes, high-risk HPV testing and liquid based cytology were performed and used to evaluate different testing protocols including sets of genes/tests with different test cut-offs for the diagnostic panels. Three new panels of cellular biomarkers for improved triage of hrHPV positive women (diagnostic panel) and for prognostic assessment of CIN lesions were proposed. The diagnostic panel (PIK3AP1, TP63 and DSG3) has the potential to distinguish cytologically normal hrHPV+ women from hrHPV+ women with CIN2+. The prognostic gene panels (KRT78, MUC5AC, BPIFB1 and CXCL13, TP63, DSG3) have the ability to differentiate hrHPV+ CIN1 and carcinoma cases. The diagnostic triage panel showed good likelihood ratios for all age groups. The panel showed age-unrelated performance and even better diagnostic value under age 30, a unique feature among the established cervical triage tests. The prognostic gene-panels demonstrated good discriminatory power and oncogenic, anti-oncogenic grouping of genes. The study highlights the potential for the gene expression panels to be used for diagnostic triage and lesion prognostics in cervical cancer screening.
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Affiliation(s)
- Norbert Varga
- CellCall Ltd, Röppentyű utca 48, Budapest, 1134, Hungary
| | - Johanna Mózes
- CellCall Ltd, Röppentyű utca 48, Budapest, 1134, Hungary
| | - Helen Keegan
- Department of Histopathology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Molecular Pathology Laboratory, Department of Pathology, Coombe Women and Infants University Hospital, Dublin, 8, Ireland
| | - Christine White
- Department of Histopathology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Molecular Pathology Laboratory, Department of Pathology, Coombe Women and Infants University Hospital, Dublin, 8, Ireland
| | - Lynne Kelly
- Department of Histopathology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Molecular Pathology Laboratory, Department of Pathology, Coombe Women and Infants University Hospital, Dublin, 8, Ireland
| | - Loretto Pilkington
- Department of Histopathology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Molecular Pathology Laboratory, Department of Pathology, Coombe Women and Infants University Hospital, Dublin, 8, Ireland
| | - Márta Benczik
- CellCall Ltd, Röppentyű utca 48, Budapest, 1134, Hungary
| | - Schaff Zsuzsanna
- 2nd Department of Pathology, Semmelweis University, Üllöi út 93, Budapest, 1091, Hungary
| | - Gábor Sobel
- 2nd Department of Obstetrics and Gynecology, Semmelweis University, Üllői út 78/a, Budapest, 1082, Hungary
| | - Róbert Koiss
- Department of Gynecology-Oncology, United Hospital of St. Stephan and Laszlo, Nagyvárad tér 1, Budapest, 1087, Hungary
| | - Edit Babarczi
- Department of Gynecology-Oncology, United Hospital of St. Stephan and Laszlo, Nagyvárad tér 1, Budapest, 1087, Hungary
| | - Miklos Nyíri
- CellCall Ltd, Röppentyű utca 48, Budapest, 1134, Hungary
| | - Laura Kovács
- CellCall Ltd, Röppentyű utca 48, Budapest, 1134, Hungary
| | - Sebe Attila
- Institute of Pathophysiology, Semmelweis University, Nagyvárad tér 4, Budapest, 1089, Hungary
| | | | - Adrienn Géresi
- CellCall Ltd, Röppentyű utca 48, Budapest, 1134, Hungary
| | - Adrienn Kocsis
- CellCall Ltd, Röppentyű utca 48, Budapest, 1134, Hungary
| | - John O'Leary
- Department of Histopathology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Molecular Pathology Laboratory, Department of Pathology, Coombe Women and Infants University Hospital, Dublin, 8, Ireland
| | - Cara M Martin
- Department of Histopathology, School of Medicine, Trinity College Dublin, Dublin, Ireland.,Molecular Pathology Laboratory, Department of Pathology, Coombe Women and Infants University Hospital, Dublin, 8, Ireland
| | - Csaba Jeney
- Department of Medical Microbiology, Semmelweis University, Nagyvárad tér 4, Budapest, 1089, Hungary.
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33
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5-aza-2'-deoxycytidine (DAC) treatment downregulates the HPV E6 and E7 oncogene expression and blocks neoplastic growth of HPV-associated cancer cells. Oncotarget 2016; 8:52104-52117. [PMID: 28881717 PMCID: PMC5581016 DOI: 10.18632/oncotarget.10631] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 06/03/2016] [Indexed: 11/25/2022] Open
Abstract
High-risk human papillomaviruses (hr HPVs) may cause various human cancers and associated premalignant lesions. Transformation of the host cells is triggered by overexpression of the viral oncogenes E6 and E7 that deregulate the cell cycle and induce chromosomal instability. This process is accompanied by hypermethylation of distinct CpG sites resulting in silencing of tumor suppressor genes, inhibition of the viral E2 mediated control of E6 and E7 transcription as well as deregulated expression of host cell microRNAs. Therefore, we hypothesized that treatment with demethylating agents might restore those regulatory mechanisms. Here we show that treatment with 5-aza-2′-deoxycytidine (DAC) strongly decreases the expression of E6 and E7 in a panel of HPV-transformed cervical cancer and head and neck squamous cell carcinoma cell lines. Reduction of E6 and E7 further resulted in increased target protein levels including p53 and p21 reducing the proliferation rates and colony formation abilities of the treated cell lines. Moreover, DAC treatment led to enhanced expression of tumor the suppressive miRNA-375 that targets and degrades E6 and E7 transcripts. Therefore, we suggest that DAC treatment of HPV-associated cancers and respective precursor lesions may constitute a targeted approach to subvert HPV oncogene functions that deserves testing in clinical trials.
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34
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van Zuylen WJ, Rawlinson WD, Ford CE. The Wnt pathway: a key network in cell signalling dysregulated by viruses. Rev Med Virol 2016; 26:340-55. [PMID: 27273590 DOI: 10.1002/rmv.1892] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Revised: 05/04/2016] [Accepted: 05/12/2016] [Indexed: 12/19/2022]
Abstract
Viruses are obligate parasites dependent on host cells for survival. Viral infection of a cell activates a panel of pattern recognition receptors that mediate antiviral host responses to inhibit viral replication and dissemination. Viruses have evolved mechanisms to evade and subvert this antiviral host response, including encoding proteins that hijack, mimic and/or manipulate cellular processes such as the cell cycle, DNA damage repair, cellular metabolism and the host immune response. Currently, there is an increasing interest whether viral modulation of these cellular processes, including the cell cycle, contributes to cancer development. One cellular pathway related to cell cycle signalling is the Wnt pathway. This review focuses on the modulation of this pathway by human viruses, known to cause (or associated with) cancer development. The main mechanisms where viruses interact with the Wnt pathway appear to be through (i) epigenetic modification of Wnt genes; (ii) cellular or viral miRNAs targeting Wnt genes; (iii) altering specific Wnt pathway members, often leading to (iv) nuclear translocation of β-catenin and activation of Wnt signalling. Given that diverse viruses affect this signalling pathway, modulating Wnt signalling could be a generalised critical process for the initiation or maintenance of viral pathogenesis, with resultant dysregulation contributing to virus-induced cancers. Further study of this virus-host interaction may identify options for targeted therapy against Wnt signalling molecules as a means to reduce virus-induced pathogenesis and the downstream consequences of infection. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Wendy J van Zuylen
- Serology and Virology Division, SEALS Microbiology, Prince of Wales Hospital, Sydney, Australia.,School of Medical Sciences, University of New South Wales, Sydney, Australia
| | - William D Rawlinson
- Serology and Virology Division, SEALS Microbiology, Prince of Wales Hospital, Sydney, Australia.,School of Medical Sciences, University of New South Wales, Sydney, Australia.,School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, Australia
| | - Caroline E Ford
- Metastasis Research Group, School of Women's and Children's Health, University of New South Wales, Sydney, Australia.
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35
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Mariano FV, Egal ES, Pramio D, Fidalgo F, Sara É, Costa AF, de Oliveira Gondak R, Coletta RD, de Almeida OP, Kowalski LP, Victorino Krepischi AC, Altemani A. Evaluation of a subset of tumor suppressor gene for copy number and epigenitic changes in pleomorphic adenoma and carcinoma ex-pleomorphic adenoma carcinogenesis. Oral Surg Oral Med Oral Pathol Oral Radiol 2016; 122:322-31. [PMID: 27544395 DOI: 10.1016/j.oooo.2016.05.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Revised: 04/19/2016] [Accepted: 05/04/2016] [Indexed: 12/24/2022]
Abstract
OBJECTIVE The progression of pleomorphic adenoma (PA) to carcinoma ex-pleomorphic adenoma (CXPA) encompasses several genomic alterations involving complex pathways. Tumor suppressor genes seem to play important roles in the tumorigenesis of both tumors. The aim of this study was to evaluate copy number and methylation of tumor suppressor genes' status in PA and CXPA samples. STUDY DESIGN Eight cases of PA, 2 cases of residual PA in CXPA, and 5 cases of CXPA were studied; the latter were classified according to invasiveness and histopathological subtype. Changes in 41 tumor suppressor genes were evaluated by multiplex ligation-probe dependent amplification analysis. RESULTS Copy number losses of CASP8, MLH1, and RARB genes were associated with PA and CXPA, while KLK3 and AI69125 copy number losses were exclusive to CXPA. The sarcomatoid carcinoma showed more copy number alterations compared with other subtypes. Hypermethylation of RASSF1 was found mainly in PA and less frequently in malignant tumors. CONCLUSIONS CASP8, MLH1, and RARB tumor suppressor genes were altered by copy number losses during PA progression to CXPA. Lastly, RASSF1 inactivation by methylation was also detected in both tumors.
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Affiliation(s)
| | - Erika Said Egal
- Pathology Department, Faculty of Medical Sciences, UNICAMP, São Paulo, Brazil
| | - Dimitrius Pramio
- Medical Genomics Group, AC Camargo Cancer Center, São Paulo, Brazil
| | - Felipe Fidalgo
- Medical Genomics Group, AC Camargo Cancer Center, São Paulo, Brazil
| | - Érica Sara
- Medical Genomics Group, AC Camargo Cancer Center, São Paulo, Brazil
| | - Ana Flávia Costa
- Medical Genomics Group, AC Camargo Cancer Center, São Paulo, Brazil
| | | | | | | | - Luiz Paulo Kowalski
- Head and Neck and Otorhinolaryngology Surgery Department, AC Camargo Cancer Center, São Paulo, Brazil
| | | | - Albina Altemani
- Pathology Department, Faculty of Medical Sciences, UNICAMP, São Paulo, Brazil
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36
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Wilting SM, Steenbergen RDM. Molecular events leading to HPV-induced high grade neoplasia. PAPILLOMAVIRUS RESEARCH 2016; 2:85-88. [PMID: 29074190 PMCID: PMC5886901 DOI: 10.1016/j.pvr.2016.04.003] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Accepted: 04/12/2016] [Indexed: 01/13/2023]
Abstract
Cervical cancer is initiated by high-risk types of the human papillomavirus (hrHPV) and develops via precursor stages, called cervical intraepithelial neoplasia (CIN). High-grade CIN lesions are considered true precancerous lesions when the viral oncogenes E6 and E7 are aberrantly expressed in the dividing cells. This results in abolishment of normal cell cycle control via p53 and pRb degradation. However, it has become clear that these viral oncogenes possess additional oncogenic properties, including interference with the DNA methylation machinery and mitotic checkpoints. Identification of the resulting molecular events leading to high-grade neoplasia will 1) increase our understanding of cervical carcinogenesis, 2) yield biomarkers for early diagnosis, and 3) identify therapeutic targets for HPV-induced (pre) cancerous lesions. This review will briefly summarise current advances in our understanding of the molecular alterations in the host cell genome that occur during HPV-induced carcinogenesis.
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Affiliation(s)
- Saskia M Wilting
- Department of Pathology, VU University Medical Center Amsterdam, The Netherlands
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37
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Bhat S, Kabekkodu SP, Noronha A, Satyamoorthy K. Biological implications and therapeutic significance of DNA methylation regulated genes in cervical cancer. Biochimie 2015; 121:298-311. [PMID: 26743075 DOI: 10.1016/j.biochi.2015.12.018] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 12/28/2015] [Indexed: 12/12/2022]
Abstract
Cervical cancer is the second most common cancer among women worldwide. About 528,000 women are diagnosed with cervical cancer contributing to around 266,000 deaths, across the globe every year. Out of these, the burden of 226,000 (85%) deaths occurs in the developing countries, who are less resource intensive to manage the disease. This is despite the fact that cervical cancer is amenable for early detection due to its long and relatively well-known natural history prior to its culmination as invasive disease. Infection with high risk human papillomavirus (hrHPVs) is essential but not sufficient to cause cervical cancer. Although it was thought that genetic mutations alone was sufficient to cause cervical cancer, the current epidemiological and molecular studies have shown that HPV infection along with genetic and epigenetic changes are frequently associated and essential for initiation, development and progression of the disease. Moreover, aberrant DNA methylation in host and HPV genome can be utilized not only as biomarkers for early detection, disease progression, diagnosis and prognosis of cervical cancer but also to design effective therapeutic strategies. In this review, we focus on recent studies on DNA methylation changes in cervical cancer and their potential role as biomarkers for early diagnosis, prognosis and targeted therapy.
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Affiliation(s)
- Samatha Bhat
- Department of Biotechnology, School of Life Sciences, Manipal University, Karnataka 576104, India
| | - Shama Prasada Kabekkodu
- Department of Biotechnology, School of Life Sciences, Manipal University, Karnataka 576104, India
| | - Ashish Noronha
- Department of Biotechnology, School of Life Sciences, Manipal University, Karnataka 576104, India
| | - Kapaettu Satyamoorthy
- Department of Biotechnology, School of Life Sciences, Manipal University, Karnataka 576104, India.
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38
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DAPK1 Promoter Methylation and Cervical Cancer Risk: A Systematic Review and a Meta-Analysis. PLoS One 2015; 10:e0135078. [PMID: 26267895 PMCID: PMC4534406 DOI: 10.1371/journal.pone.0135078] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Accepted: 07/17/2015] [Indexed: 12/16/2022] Open
Abstract
Objective The Death-Associated Protein Kinase 1 (DAPK1) gene has been frequently investigated in cervical cancer (CC). The aim of the present study was to carry out a systematic review and a meta-analysis in order to evaluate DAPK1 promoter methylation as an epigenetic marker for CC risk. Methods A systematic literature search was carried out. The Cochrane software package Review Manager 5.2 was used. The fixed-effects or random-effects models, according to heterogeneity across studies, were used to calculate odds ratios (ORs) and 95% Confidence Intervals (CIs). Furthermore, subgroup analyses were conducted by histological type, assays used to evaluate DAPK1 promoter methylation, and control sample source. Results A total of 20 papers, published between 2001 and 2014, on 1929 samples, were included in the meta-analysis. DAPK1 promoter methylation was associated with an increased CC risk based on the random effects model (OR: 21.20; 95%CI = 11.14–40.35). Omitting the most heterogeneous study, the between study heterogeneity decreased and the association increased (OR: 24.13; 95% CI = 15.83–36.78). The association was also confirmed in all the subgroups analyses. Conclusions A significant strong association between DAPK1 promoter methylation and CC was shown and confirmed independently by histological tumor type, method used to evaluate methylation and source of control samples. Methylation markers may have value in early detection of CC precursor lesions, provide added reassurances of safety for women who are candidates for less frequent screens, and predict outcomes of women infected with human papilloma virus.
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39
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Fisher C. Recent Insights into the Control of Human Papillomavirus (HPV) Genome Stability, Loss, and Degradation. J Clin Med 2015; 4:204-30. [PMID: 25798290 PMCID: PMC4366058 DOI: 10.3390/jcm4020204] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Most human papillomavirus (HPV) antiviral strategies have focused upon inhibiting viral DNA replication, but it is increasingly apparent that viral DNA levels can be chemically controlled by approaches that promote its instability. HPVs and other DNA viruses have a tenuous relationship with their hosts. They must replicate and hide from the DNA damage response (DDR) and innate immune systems, which serve to protect cells from foreign or “non-self” DNA, and yet they draft these same systems to support their life cycles. DNA binding antiviral agents promoting massive viral DNA instability and elimination are reviewed. Mechanistic studies of these agents have identified genetic antiviral enhancers and repressors, antiviral sensitizers, and host cell elements that protect and stabilize HPV genomes. Viral DNA degradation appears to be an important means of controlling HPV DNA levels in some cases, but the underlying mechanisms remain poorly understood. These findings may prove useful not only for understanding viral DNA persistence but only in devising future antiviral strategies.
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Affiliation(s)
- Chris Fisher
- NanoVir, 4717 Campus, Kalamazoo, MI 49008, USA; ; Tel.: +1-269-372-3261
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40
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Human papillomavirus type 16 E7 oncoprotein upregulates the retinoic acid receptor-beta expression in cervical cancer cell lines and K14E7 transgenic mice. Mol Cell Biochem 2015; 408:261-72. [PMID: PMID: 26173416 DOI: 10.1007/s11010-015-2504-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2015] [Accepted: 07/04/2015] [Indexed: 12/22/2022]
Abstract
Persistent infection with high-risk human papillomaviruses is the main etiological factor in cervical cancer (CC). The human papillomavirus type 16 (HPV16) E7 oncoprotein alters several cellular processes, regulating the expression of many genes in order to avoid cell cycle control. Retinoic acid receptor beta (RARB) blocks cell growth, inducing differentiation and apoptosis. This tumor suppressor gene is gradually silenced in late passages of foreskin keratinocytes immortalized with HPV16 and in various tumors, including CC, mainly by epigenetic modifications. We investigated the effect of E7 oncoprotein on RARB gene expression. We found that HPV16 E7 increases RARB mRNA and RAR-beta protein expression both in vitro and in the cervix of young K14E7 transgenic mice. In E7-expressing cells, RARB overexpression is further increased in the presence of the tumor suppressor p53 (TP53) R273C mutant. This effect does not change when either C33-A or E7-expressing C33-A cell line is treated with Trichostatin A, suggesting that E7 enhances RARB expression independently of histone deacetylases inhibition. These findings indicate that RARB overexpression is part of the early molecular events induced by the E7 oncoprotein.
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41
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Murria R, Palanca S, de Juan I, Alenda C, Egoavil C, Seguí FJ, García-Casado Z, Juan MJ, Sánchez AB, Segura Á, Santaballa A, Chirivella I, Llop M, Pérez G, Barragán E, Salas D, Bolufer P. Immunohistochemical, genetic and epigenetic profiles of hereditary and triple negative breast cancers. Relevance in personalized medicine. Am J Cancer Res 2015; 5:2330-43. [PMID: 26328265 PMCID: PMC4548346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2015] [Accepted: 06/11/2015] [Indexed: 06/04/2023] Open
Abstract
This study aims to identify the profile of immunohistochemical (IHC) parameters, copy number aberrations (CNAs) and epigenetic alterations [promoter methylation (PM) and miR expression] related to hereditary (H) and triple negative (TN) breast cancer (BC). This profile could be of relevance for guiding tumor response to treatment with targeting therapy. The study comprises 278 formalin fixed paraffin-embedded BCs divided into two groups: H group, including 88 hereditary BC (HBC) and 190 non hereditary (NHBC), and TN group, containing 79 TNBC and 187 non TNBC (NTNBC). We assessed IHC parameters (Ki67, ER, PR, HER2, CK5/6, CK18 and Cadherin-E), CNA of 20 BC related genes, and PM of 24 tumor suppressor genes employing MLPA/MS-MLPA (MRC Holland, Amsterdam). MiR-4417, miR-423-3p, miR-590-5p and miR-187-3p expression was assessed by quantitative RT-PCR (Applied Biosystems). Binary logistic regression was applied to select the parameters that better differentiate the HBC or TN groups. For HBC we found that, ER expression, ERBB2 CNA and PM in RASSF1 and TIMP3 were associated with NHBC whereas; MYC and AURKA CNA were linked to HBC. For TNBC, we found that CDC6 CNA, GSTP1 and RASSF1 PM and miR-423-3p hyperexpression were characteristic of NTNBC, while MYC aberrations, BRCA1 hypermethylation and miR-590-5p and miR-4417 hyperexpression were more indicative of TNBC. The selected markers allow establishing BC subtypes, which are characterized by showing similar etiopathogenetic mechanisms, some of them being molecular targets for known drugs or possible molecular targets. These results could be the basis to implement a personalized therapy.
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Affiliation(s)
- Rosa Murria
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Sarai Palanca
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Inmaculada de Juan
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Cristina Alenda
- Department of Pathology, University General HospitalAlicante, Spain
| | - Cecilia Egoavil
- Department of Pathology, University General HospitalAlicante, Spain
| | | | | | | | - Ana B Sánchez
- Genetic Counseling Unit, Elche HospitalAlicante, Spain
| | - Ángel Segura
- Genetic Counseling Unit, University Hospital La FeValencia, Spain
| | - Ana Santaballa
- Department of oncology, University Hospital La FeValencia, Spain
| | | | - Marta Llop
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Gema Pérez
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Eva Barragán
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Dolores Salas
- General Department of Public Health, Conselleria de SanitatGeneralitat Valenciana, Spain
| | - Pascual Bolufer
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
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Feber A, Arya M, de Winter P, Saqib M, Nigam R, Malone PR, Tan WS, Rodney S, Lechner M, Freeman A, Jameson C, Muneer A, Beck S, Kelly JD. Epigenetics markers of metastasis and HPV-induced tumorigenesis in penile cancer. Clin Cancer Res 2015; 21:1196-206. [PMID: 25538261 PMCID: PMC4351916 DOI: 10.1158/1078-0432.ccr-14-1656] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
PURPOSE Penile cancer is a rare malignancy in the developed world with just more than 1,600 new cases diagnosed in the United States per year; however, the incidence is much higher in developing countries. Although HPV is known to contribute to tumorigenesis, little is known about the genetic or epigenetic alterations defining penile cancer. EXPERIMENTAL DESIGN Using high-density genome-wide methylation arrays, we have identified epigenetic alterations associated with penile cancer. Q-MSP was used to validate lymph node metastasis markers in 50 cases. A total of 446 head and neck squamous cell carcinoma (HNSCC) and cervical squamous cell carcinoma (CESCC) samples were used to validate HPV-associated epigenetic alterations. RESULTS We defined 6,933 methylation variable positions (MVP) between normal and tumor tissue, which includes 997 hypermethylated differentially methylated regions associated with tumor supressor genes, including CDO1, AR1, and WT1. Analysis of penile cancer tumors identified a 4 gene epi-signature which accurately predicted lymph node metastasis in an independent cohort (AUC of 89%). Finally, we explored the epigenetic alterations associated with penile cancer HPV infection and defined a 30 loci lineage-independent HPV specific epi-signature which predicts HPV status and survival in independent HNSCC, CESC cohorts. Epi-signature-negative patients have a significantly worse overall survival [HNSCC P = 0.00073; 95% confidence interval (CI), 0.021-0.78; CESC P = 0.0094; HR = 3.91, 95% CI = 0.13-0.78], HPV epi-signature is a better predictor of survival than HPV status alone. CONCLUSIONS These data demonstrate for the first time genome-wide epigenetic events involved in an aggressive penile cancer phenotype and define the epigenetic alterations common across multiple HPV-driven malignancies.
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Affiliation(s)
- Andrew Feber
- UCL Cancer Institute, University College London, London, United Kingdom.
| | - Manit Arya
- Division of Surgery and Interventional Science, UCL Medical School, University College London, London, United Kingdom. Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
| | - Patricia de Winter
- Division of Surgery and Interventional Science, UCL Medical School, University College London, London, United Kingdom
| | - Muhammad Saqib
- Division of Surgery and Interventional Science, UCL Medical School, University College London, London, United Kingdom
| | - Raj Nigam
- University College London Hospital, 250 Euston Road, London, United Kingdom
| | - Peter R Malone
- University College London Hospital, 250 Euston Road, London, United Kingdom
| | - Wei Shen Tan
- Division of Surgery and Interventional Science, UCL Medical School, University College London, London, United Kingdom
| | - Simon Rodney
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Matthias Lechner
- UCL Cancer Institute, University College London, London, United Kingdom
| | - Alex Freeman
- Department of Histopathology, University College London Hospital, London, United Kingdom
| | - Charles Jameson
- Department of Histopathology, University College London Hospital, London, United Kingdom
| | - Asif Muneer
- Division of Surgery and Interventional Science, UCL Medical School, University College London, London, United Kingdom. University College London Hospital, 250 Euston Road, London, United Kingdom
| | - Stephan Beck
- UCL Cancer Institute, University College London, London, United Kingdom
| | - John D Kelly
- UCL Cancer Institute, University College London, London, United Kingdom. Division of Surgery and Interventional Science, UCL Medical School, University College London, London, United Kingdom.
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43
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Schütze DM, Kooter JM, Wilting SM, Meijer CJLM, Quint W, Snijders PJF, Steenbergen RDM. Longitudinal assessment of DNA methylation changes during HPVE6E7-induced immortalization of primary keratinocytes. Epigenetics 2015; 10:73-81. [PMID: 25580631 DOI: 10.4161/15592294.2014.990787] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
High-risk human papillomavirus (hrHPV)-induced immortalization and malignant transformation are accompanied by DNA methylation of host genes. To determine when methylation is established during cell immortalization and whether it is hrHPV-type dependent, DNA methylation was studied in a large panel of HPVE6E7-immortalized keratinocyte cell lines. These cell lines displayed different growth behaviors, i.e., continuous growth versus crisis period prior to immortalization, reflecting differential immortalization capacities of the 7 HPV-types (16/18/31/33/45/66/70) studied. In this study, cells were monitored for hypermethylation of 14 host genes (APC, CADM1, CYGB, FAM19A4, hTERT, mir124-1, mir124-2, mir124-3, MAL, PHACTR3, PRDM14, RASSF1A, ROBO3, and SFRP2) at 4 different stages during immortalization. A significant increase in overall methylation levels was seen with progression through each stage of immortalization. At stage 1 (pre-immortalization), a significant increase in methylation of hTERT, mir124-2, and PRDM14 was already apparent, which continued over time. Methylation of ROBO3 was significantly increased at stage 2 (early immortal), followed by CYGB (stage 3) and FAM19A4, MAL, PHACTR3, and SFRP2 (stage 4). Methylation patterns were mostly growth behavior independent. Yet, hTERT methylation levels were significantly increased in cells that just escaped from crisis. Bisulfite sequencing of hTERT confirmed increased methylation in immortal cells compared to controls, with the transcription core and known repressor sites remaining largely unmethylated. In conclusion, HPV-induced immortalization is associated with a sequential and progressive increase in promoter methylation of a subset of genes, which is mostly independent of the viral immortalization capacity.
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Affiliation(s)
- Denise M Schütze
- a Department of Pathology; Unit of Molecular Pathology ; VU University Medical Center ; Amsterdam , The Netherlands
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44
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Abstract
Cancer is a genetic and epigenetic disease. Multiple genetic and epigenetic changes have been studied in cervical cancer; however, such changes are selected for during tumorigenesis and tumor aggression is not yet clear. Cervical cancer is a multistep process with accumulation of genetic and epigenetic alterations in regulatory genes, leading to activation of oncogenes and inactivation or loss of tumor suppressor genes. In cervical cancer, epigenetic alterations can affect the expression of papillomaviral as well as host genes in relation to stages representing the multistep process of carcinogenesis.
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45
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Murria R, Palanca S, de Juan I, Egoavil C, Alenda C, García-Casado Z, Juan MJ, Sánchez AB, Santaballa A, Chirivella I, Segura Á, Hervás D, Llop M, Barragán E, Bolufer P. Methylation of tumor suppressor genes is related with copy number aberrations in breast cancer. Am J Cancer Res 2014; 5:375-385. [PMID: 25628946 PMCID: PMC4300703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Accepted: 11/10/2014] [Indexed: 06/04/2023] Open
Abstract
This study investigates the relationship of promoter methylation in tumor suppressor genes with copy-number aberrations (CNA) and with tumor markers in breast cancer (BCs). The study includes 98 formalin fixed paraffin-embedded BCs in which promoter methylation of 24 tumour suppressor genes were assessed by Methylation-Specific Multiplex Ligation-dependent Probe Amplification (MS-MLPA), CNA of 20 BC related genes by MLPA and ER, PR, HER2, CK5/6, CK18, EGFR, Cadherin-E, P53, Ki-67 and PARP expression by immunohistochemistry (IHC). Cluster analysis classed BCs in two groups according to promoter methylation percentage: the highly-methylated group (16 BCs), containing mostly hyper-methylated genes, and the sparsely-methylated group (82 BCs) with hypo-methylated genes. ATM, CDKN2A, VHL, CHFR and CDKN2B showed the greatest differences in the mean methylation percentage between these groups. We found no relationship of the IHC parameters or pathological features with methylation status, except for Catherin-E (p = 0.008). However the highly methylated BCs showed higher CNA proportion than the sparsely methylated BCs (p < 0.001, OR = 1.62; IC 95% [1.26, 2.07]). CDC6, MAPT, MED1, PRMD14 and AURKA showed the major differences in the CNA percentage between the two groups, exceeding the 22%. Methylation in RASSF1, CASP8, DAPK1 and GSTP1 conferred the highest probability of harboring CNA. Our results show a new link between promoter methylation and CNA giving support to the importance of methylation events to establish new BCs subtypes. Our findings may be also of relevance in personalized therapy assessment, which could benefit the hyper methylated BC patients group.
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Affiliation(s)
- Rosa Murria
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Sarai Palanca
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Inmaculada de Juan
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Cecilia Egoavil
- Department of Pathology, University General HospitalAlicante, Spain
| | - Cristina Alenda
- Department of Pathology, University General HospitalAlicante, Spain
| | | | | | - Ana B Sánchez
- Genetic Counseling Unit, Elche HospitalAlicante, Spain
| | - Ana Santaballa
- Department of Oncology, University Hospital La FeValencia, Spain
| | | | - Ángel Segura
- Genetic Counseling Unit, University Hospital La FeValencia, Spain
| | - David Hervás
- Biostatistics Service, Health Research Institute La FeValencia, Spain
| | - Marta Llop
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Eva Barragán
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
| | - Pascual Bolufer
- Laboratory of Molecular Biology, Service of Clinical Analysis, University Hospital La FeValencia, Spain
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46
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Flatley JE, Sargent A, Kitchener HC, Russell JM, Powers HJ. Tumour suppressor gene methylation and cervical cell folate concentration are determinants of high-risk human papillomavirus persistence: a nested case control study. BMC Cancer 2014; 14:803. [PMID: 25367268 PMCID: PMC4232685 DOI: 10.1186/1471-2407-14-803] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Accepted: 09/23/2014] [Indexed: 01/08/2023] Open
Abstract
Background Persistent infection with one or more high-risk human papillomavirus [HR-HPV] types increases the risk of intraepithelial neoplasia and cervical cancer. A nested case–control study was conducted to investigate the importance of cervical cell folate concentration and tumour suppressor gene methylation as risk factors for HR-HPV persistence. Methods Cervical cell samples from 955 women with HR-HPV infection and normal, borderline or mild dyskaryosis were retrieved from the archive of a population-based screening trial. Women were classified as cases or controls, reflecting the presence or absence [respectively] of any HR-HPV infection at a follow-up clinic at least 6 months from baseline. Cervical cell folate concentration and promoter methylation of five tumour suppressor genes were measured in independent samples from cases and controls. Results A higher cervical cell folate concentration [P = 0.015] was an independent predictor of infection at follow-up, together with infection with HPV-16 or infection with multiple HR-HPV types. Methylation of the tumour suppressor gene DAPK was associated with a 2.64-fold [95% CI, 1.35-5.17] increased likelihood of HPV infection whilst CDH1 methylation was associated with a 0.53-fold [95% CI, 0.331-0.844] likelihood of HR-HPV infection at follow-up. When considering women with normal or abnormal cytology, the predictive effect of higher cervical cell folate was only seen in women with mild cytology [P = 0.021]; similarly the effect of DAPK methylation was seen in women with mild or borderline cytology [P < 0.05]. Conclusions Higher cervical cell folate concentration and promoter methylation of the tumour suppressor gene, DAPK, in women with cervical cell dyskaryosis, are associated with increased risk of HR-HPV persistence.
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Affiliation(s)
| | | | | | | | - Hilary J Powers
- Human Nutrition Unit, Department of Oncology, Faculty of Medicine, Dentistry and Health, University of Sheffield, Sheffield S10 2TN, UK.
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47
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Miok V, Wilting SM, van de Wiel MA, Jaspers A, van Noort PI, Brakenhoff RH, Snijders PJF, Steenbergen RDM, van Wieringen WN. tigaR: integrative significance analysis of temporal differential gene expression induced by genomic abnormalities. BMC Bioinformatics 2014; 15:327. [PMID: 25278371 PMCID: PMC4288633 DOI: 10.1186/1471-2105-15-327] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2014] [Accepted: 09/25/2014] [Indexed: 01/05/2023] Open
Abstract
Background To determine which changes in the host cell genome are crucial for cervical carcinogenesis, a longitudinal in vitro model system of HPV-transformed keratinocytes was profiled in a genome-wide manner. Four cell lines affected with either HPV16 or HPV18 were assayed at 8 sequential time points for gene expression (mRNA) and gene copy number (DNA) using high-resolution microarrays. Available methods for temporal differential expression analysis are not designed for integrative genomic studies. Results Here, we present a method that allows for the identification of differential gene expression associated with DNA copy number changes over time. The temporal variation in gene expression is described by a generalized linear mixed model employing low-rank thin-plate splines. Model parameters are estimated with an empirical Bayes procedure, which exploits integrated nested Laplace approximation for fast computation. Iteratively, posteriors of hyperparameters and model parameters are estimated. The empirical Bayes procedure shrinks multiple dispersion-related parameters. Shrinkage leads to more stable estimates of the model parameters, better control of false positives and improvement of reproducibility. In addition, to make estimates of the DNA copy number more stable, model parameters are also estimated in a multivariate way using triplets of features, imposing a spatial prior for the copy number effect. Conclusion With the proposed method for analysis of time-course multilevel molecular data, more profound insight may be gained through the identification of temporal differential expression induced by DNA copy number abnormalities. In particular, in the analysis of an integrative oncogenomics study with a time-course set-up our method finds genes previously reported to be involved in cervical carcinogenesis. Furthermore, the proposed method yields improvements in sensitivity, specificity and reproducibility compared to existing methods. Finally, the proposed method is able to handle count (RNAseq) data from time course experiments as is shown on a real data set. Electronic supplementary material The online version of this article (doi:10.1186/1471-2105-15-327) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Wessel N van Wieringen
- Department of Epidemiology and Biostatistics, VU University Medical Center, P,O, Box 7057, 1007 MB, Amsterdam, The Netherlands.
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48
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van Kempen PMW, van Bockel L, Braunius WW, Moelans CB, van Olst M, de Jong R, Stegeman I, van Diest PJ, Grolman W, Willems SM. HPV-positive oropharyngeal squamous cell carcinoma is associated with TIMP3 and CADM1 promoter hypermethylation. Cancer Med 2014; 3:1185-96. [PMID: 25065733 PMCID: PMC4302669 DOI: 10.1002/cam4.313] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Revised: 07/03/2014] [Accepted: 07/07/2014] [Indexed: 12/30/2022] Open
Abstract
Oropharyngeal squamous cell carcinoma (OPSCC) is associated with human papillomavirus (HPV) in a proportion of tumors. HPV-positive OPSCC is considered a distinct molecular entity with a prognostic advantage compared to HPV-negative cases. Silencing of cancer-related genes by DNA promoter hypermethylation may play an important role in the development of OPSCC. Hence, we examined promoter methylation status in 24 common tumor suppressor genes in a group of 200 OPSCCs to determine differentially methylated genes in HPV-positive versus HPV-negative primary OPSCC. Methylation status was correlated with HPV status, clinical features, and patient survival using multivariate methods. Additionally, methylation status of 16 cervical squamous cell carcinomas (SCC) was compared with HPV-positive OPSCC. Using methylation-specific probe amplification, HPV-positive OPSCC showed a significantly higher cumulative methylation index (CMI) compared to HPV-negative OPSCC (P=0.008). For the genes CDH13, DAPK1, and RARB, both HPV-positive and HPV-negative OPSCC showed promoter hypermethylation in at least 20% of the tumors. HPV status was found to be an independent predictor of promoter hypermethylation of CADM1 (P < 0.001), CHFR (P = 0.027), and TIMP3 (P < 0.001). CADM1 and CHFR showed similar methylation patterns in OPSCC and cervical SCC, but TIMP3 showed no methylation in cervical SCC in contrast to OPSCC. Methylation status of neither individual gene nor CMI was associated with survival. These results suggest that HPV-positive tumors are to a greater extent driven by promotor hypermethylation in these tumor suppressor genes. Especially CADM1 and TIMP3 are significantly more frequently hypermethylated in HPV-positive OPSCC and CHFR in HPV-negative tumors.
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Affiliation(s)
- Pauline M W van Kempen
- Department of Otorhinolaryngology - Head and Neck Surgery, University Medical Center Utrecht, Utrecht, The Netherlands; Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
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Dijkstra M, Snijders P, Arbyn M, Rijkaart D, Berkhof J, Meijer C. Cervical cancer screening: on the way to a shift from cytology to full molecular screening. Ann Oncol 2014; 25:927-35. [DOI: 10.1093/annonc/mdt538] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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50
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Jiménez-Wences H, Peralta-Zaragoza O, Fernández-Tilapa G. Human papilloma virus, DNA methylation and microRNA expression in cervical cancer (Review). Oncol Rep 2014; 31:2467-76. [PMID: 24737381 PMCID: PMC4055305 DOI: 10.3892/or.2014.3142] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 03/13/2014] [Indexed: 12/30/2022] Open
Abstract
Cancer is a complex disease caused by genetic and epigenetic abnormalities that affect gene expression. The progression from precursor lesions to invasive cervical cancer is influenced by persistent human papilloma virus (HPV) infection, which induces changes in the host genome and epigenome. Epigenetic alterations, such as aberrant miRNA expression and changes in DNA methylation status, favor the expression of oncogenes and the silencing of tumor-suppressor genes. Given that some miRNA genes can be regulated through epigenetic mechanisms, it has been proposed that alterations in the methylation status of miRNA promoters could be the driving mechanism behind their aberrant expression in cervical cancer. For these reasons, we assessed the relationship among HPV infection, cellular DNA methylation and miRNA expression. We conclude that alterations in the methylation status of protein-coding genes and various miRNA genes are influenced by HPV infection, the viral genotype, the physical state of the viral DNA, and viral oncogenic risk. Furthermore, HPV induces deregulation of miRNA expression, particularly at loci near fragile sites. This deregulation occurs through the E6 and E7 proteins, which target miRNA transcription factors such as p53.
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Affiliation(s)
- Hilda Jiménez-Wences
- Clinical Research Laboratory, Academic Unit of Biological Chemical Sciences, Guerrero Autonomous University, Colonia Haciendita, Chilpancingo, Guerrero 39070, Mexico
| | - Oscar Peralta-Zaragoza
- Direction of Chronic Infections and Cancer, Research Center for Infectious Diseases, National Institute of Public Health, Cerrada los Pinos y Caminera, Colonia Santa María Ahuacatitlán, Cuernavaca, Morelos 62100, Mexico
| | - Gloria Fernández-Tilapa
- Clinical Research Laboratory, Academic Unit of Biological Chemical Sciences, Guerrero Autonomous University, Colonia Haciendita, Chilpancingo, Guerrero 39070, Mexico
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